The subject matter described herein relates to computer network security. More particularly, the subject matter described herein relates to detecting and mitigating effects of timing attacks in time sensitive networks.
In the field of computer network security, data security is often provided using authentication of the data source, detecting changes to in-flight data, preventing an unauthorized recipient from reading data by encrypting the data, and detecting missing data using packet sequence numbers. However, while these methods are suitable for detecting changes in data and preventing unauthorized access to data, they do not detect changes to packet timings. In time sensitive networks, such as IEEE 1588 compatible networks, the timing of packets is critical to applications. For example, a machine in a factory may be instructed to take a certain action at a specified time that corresponds to a part being present at the machine. If the time used by the machine is not synchronized with the time of the controller sending the instruction, the machine may act too early or too late, and damage to the part and/or injury to humans operating the machine can result. Time sensitive network standards such as IEEE 1588 ensure time synchronization between computing platforms so that actions can be coordinated.
Time sensitive networks rely on calculations of packet transit time to achieve synchronization. To alter the time synchronization, a hacker can change the timing of the packets, e.g., using a man in the middle attack, where an IEEE 1588 packet is received and delayed before being forwarded to the destination. Using this technique, a hacker can cause a phase shift, which will move time forward or backward by amount equal to the amount of delay in the packets. A hacker can also create jitter by adding random delays in packets that affect the accuracy of time. The use of interpolation to determine a future time in the IEEE 802.1AS standard can amplify this effect. Because the timing of the packet is affected, and the data of the packet is not changed, conventional security mechanisms, such as error detection codes, will not detect such timing attacks.
In IEEE 1588, a master node transmits time values in the precision protocol (PTP) domain maintained by the master node to a slave node. The slave node uses the time values along with an estimate of propagation delay between the master and slave nodes to calculate frequency and phase offsets between the PTP time maintained by the master node and the clock domain of the slave. Once the frequency and phase offsets are determined, the slave node adjusts its clock using the frequency and phase offsets to match the PTP time of the master node. If an attacker delays packets transmitted between the master node and the slave node, the slave node's version of PTP time (i.e., the adjusted time of the slave that is derived from the PTP time of the master, which will be affected by the attacker's actions) will be incorrect. In the factory example described above, a machine or a part can be damaged if its controls and/or feedback loops miscalculate data or operate asynchronously due to timing errors. In another example, transactions on a stock exchange can be invalid due to being executed at an incorrect time.
Accordingly, there exists a need for methods, systems, and computer readable media for detecting and mitigating effects of timing attacks in time sensitive networks.
A method for providing timing security in a time sensitive network (TSN), includes monitoring TSN times in timing synchronization packets exchanged between TSN network nodes. The method further includes monitoring TSN timing values calculated by TSN network nodes. The method further includes determining, using TSN times and TSN timing values, whether a timing attack is indicated. The method further includes, in response to determining that a timing attack is indicated, performing a timing attack effects mitigation action. monitoring the TSN times and the TSN values includes monitoring the TSN times and the TSN values using timing attack detection and mitigation logic implemented on a network tap.
In one example, monitoring the TSN times and the TSN values includes monitoring the TSN times and the TSN values using timing attack detection and effects mitigation logic implemented on one of the TSN network nodes.
In one example, the timing attack detection and effects mitigation logic is implemented on a TSN master node or a TSN clock relay node.
In one example, determining whether a timing attack is indicated includes comparing a PTP time calculated by a PTP slave node with a PTP time maintained by a PTP master and determining that a timing attack is indicated if the PTP time calculated by the PTP slave node and the PTP master node differ by more than a threshold amount.
In one example, the PTP time calculated by the PTP slave node is transmitted to the PTP master node in a reverse sync message, and the master node compares the PTP times and determines whether the timing attack is indicated. As used herein, a reverse sync message is a message carrying the PTP time from the slave to the master for the master verifying the correctness of the time synchronization of the slave.
In one example, in response to determining that the timing attack is indicated, the PTP master node instructs the PTP slave node not to adjust its time to correspond to the PTP time maintained by the PTP master node.
In one example, determining whether a timing attack is indicated includes comparing a PTP timing synchronization message propagation delay calculated by a PTP slave node with a PTP timing synchronization message propagation delay calculated by a PTP master and determining that a timing attack is indicated if PTP timing synchronization message propagation delays differ by more than a threshold amount.
In one example, the propagation delays are calculated through the exchange of propagation delay request, propagation delay response, reverse propagation delay request, and reverse propagation delay response, sync, and reverse sync messages between the PTP master and the PTP slave nodes. In this context, the reverse messages are messages that are sent in opposite directions from the directions defined for the messages in PTP standards. For example, a propagation delay request is initiated by a PTP slave. A reverse propagation delay request is thus a propagation delay request initiated by a PTP master. Similarly, a propagation delay response is initiated by a PTP master. A reverse propagation delay response is thus initiated by a PTP slave.
In one example, performing a mitigating action includes preventing use by the PTP slave of the propagation delay calculated by the PTP master if the propagation delays differ by more than a threshold amount.
A system for providing timing security in a time sensitive network (TSN) includes at least one processor and timing attack detection and effects mitigation logic implemented by the at least one processor. The timing attack detection and effects mitigation logic is configured for monitoring TSN times in timing synchronization packets exchanged between TSN network nodes, monitoring TSN timing values calculated by TSN network nodes, determining, using TSN times and TSN timing values, whether a timing attack is indicated, and, in response to determining that a timing attack is indicated, performing a timing attack effects mitigation action.
In one example, the timing attack detection and effects mitigation logic is implemented on a network tap.
In one example, the PTP time calculated by the PTP slave node is transmitted to the PTP master node in a reverse sync message, wherein the timing attack generation and effects mitigation logic is implemented at the PTP master node and compares the PTP times and determines whether the timing attack is indicated.
In one example, in response to determining that the timing attack is indicated, the timing attack detection and effects mitigation logic implemented by the PTP master node instructs the PTP slave node not to adjust its time to correspond to the PTP time maintained by the PTP master node.
According to another example, a non-transitory computer readable medium having stored thereon executable instructions that when executed by the processor of a computer control the computer to perform steps comprising is provided. The steps include monitoring TSN times in timing synchronization packets exchanged between TSN network nodes. The steps further include monitoring TSN timing values calculated by TSN network nodes. The steps further include determining, using TSN times and TSN timing values, whether a timing attack is indicated. The steps further include in response to determining that a timing attack is indicated, performing a timing attack effects mitigation action.
The subject matter described herein may be implemented in software in combination with hardware and/or firmware. For example, the subject matter described herein may be implemented in software executed by a processor. In one exemplary implementation, the subject matter described herein may be implemented using a non-transitory computer readable medium having stored therein computer executable instructions that when executed by the processor of a computer control the computer to perform steps. Exemplary computer readable media suitable for implementing the subject matter described herein include non-transitory devices, such as disk memory devices, chip memory devices, programmable logic devices, field-programmable gate arrays, and application specific integrated circuits. In addition, a computer readable medium that implements the subject matter described herein may be located on a single device or computer platform or may be distributed across multiple devices or computer platforms.
As used herein, the term ‘node’ refers to at least one physical computing platform including one or more processors, network interfaces, and memory.
In order to detect timing-based security attacks, prevent the recipient from using incorrect timing data, and take corrective action, such as performing a shut down operation and/or informing administrators, the subject matter described herein includes timing attack detection and effects mitigation logic that resides in a network tap, in a timing synchronization network client, and/or in a timing synchronization network server. The timing attack detection and effects mitigation logic is capable of detecting when the propagation delay associated with timing synchronization packets changes over time and generating an alarm or taking another action based on the change in propagation delay. The timing attack detection and effects mitigation logic may also detect asymmetries in propagation delay between a timing synchronization network client and a time timing synchronization network server.
The timing attack detection and effects mitigation logic may be capable of detecting the following types of timing modifications performed by a hacker who is conducting a time related network attack:
It should be noted that the following changes will have no effect on the actual time derived by the slave:
A first level of security that can be added by the timing attack detection and effects mitigation logic described herein for non-mobile networks is for the logic to detect changes in propagation delays calculated from Pdelay_Req and Pdelay_Resp and reject any measurements where the propagation delay value changes over time.
A second level of security that can be added by timing attack detection and effects mitigation logic is based on the assumption that wired data lines are almost symmetrical, which is a valid assumption for most short distance cables, and comparing the propagation delay in each direction, rather than averaging the propagation delays. By doing this, any type of attack that causes asymmetry can be detected by the slave and the data can be discarded. If the asymmetry continues, corrective action, such as generating a security alert, can be performed.
In one exemplary implementation of the subject matter described herein, the timing attack detection and effects mitigation logic can be located on a network tap that observes timing synchronization messages, such as IEEE 1588 precision time protocol messages, and detects timing-based attacks.
Timing attack detection and effects mitigation logic 110 receives copies of the traffic from network port physical layer interfaces 102 and 104 and performs the steps described herein for detecting and mitigating timing attacks. Timing attack detection and effects mitigation logic 110 may include or be implemented by at least one processor and a memory storing instructions for instructing the processor to perform the steps described herein for detecting and mitigating timing attacks. Although the examples described herein relate to observing IEEE 1588 timing synchronization packets, timing attack detection and effects mitigation logic may detect timing related attacks based on timing information derived from any suitable timing synchronization network protocol where packets are exchanged between nodes to synchronize timing. Timing attack detection and effects mitigation logic 110 may also initiate a corrective action, such as generating security alerts.
In the example illustrated in
In general, a method where the slave shares information with the master and they validate data before accepting it (and adjusting the slave's timing) can detect and mitigate the effects of timing attacks.
In line 1 of the message flow diagram illustrated in
In line 3 of the message flow diagram, slave node 202 sends a Pdelay_Req message to master node 200 and records the transmission time t1 of the Pdelay_Req in the time domain of the slave local oscillator. Master node 200 receives the Pdelay_Req and records the time t2 in the time domain of the master node 200 local oscillator. In line 4 of the message flow diagram, master node 200 sends a Pdelay_Resp to slave node 202 and records the time of transmission t3 of the Pdelay_Resp in the time domain of the master node 200 local oscillator. The Pdelay_Resp includes the time t2 of receipt of the Pdelay_Req in the time domain of the master node 200 local oscillator. The Pdelay_Resp may optionally include the time t3 of the transmission of the Pdelay_Resp, or the time t3 of transmission of the Pdelay_Resp can be transmitted to slave node 202 in a Pdelay_Resp_Follow_Up message, as indicated by line 5 of the message flow illustrated in
After line 5 of the message flow diagram, slave node 202 can estimate the one-way propagation delay between master and slave nodes 200 and 202 using the following approximation:
Pdelay˜[(t4-t1)-(t3-t2)]/2 The expression is an approximation because it does not consider the difference in oscillator frequencies between the master and slave during the delay between master node 200 receiving the Pdelay_Req and transmitting the Pdelay_Resp. However, this delay may be negligible, and the approximation for one-way propagation delay may be useful in detecting timing attacks when compared to the corresponding approximation calculated by master node 200 (or the timing synchronization observation logic residing at master node 200).
In line 6 of the message flow diagram, master node 200 sends a sync message to slave node 202 and records the time of transmission t2 of the sync message in the PTP time domain maintained by master node 200. Slave node 202 records the time of receipt t2 of the sync message in the time domain of the slave local oscillator.
In line 7 of the message flow diagram, master node 200 sends a reverse Pdelay_Req to slave node 202 and records the time t1 of transmission of the reverse Pdelay_Req in the time domain of the master node 200 local oscillator. Slave node 202 receives the reverse Pdelay_Req and records the time t2 of receipt of the reverse Pdelay_Req in the time domain of the slave local oscillator. In line 8 of the message flow diagram, slave node 202 sends a reverse Pdelay_Req to master node 200 and records the time t3 of transmission of the reverse Pdelay_Resp in the time domain of the slave local oscillator. The reverse Pdelay_Resp includes the time t2 of receipt of the reverse Pdelay_Req and optionally the time t3 of transmission of the reverse Pdelay_Resp. Master node 200 records the time of receipt t4 of the reverse Pdelay_Resp_Follow_Up in the time domain of the local oscillator of master node 200. Alternatively, the time t3 of transmission of the reverse Pdelay_Resp can be transmitted to master node 200 in a reverse Pdelay_Resp_Follow_Up message, as indicated by line 9 of the message flow diagram.
Once master node 200 receives the time t3 of transmission of the reverse Pdelay Resp_Follow_Up, master node 200 and/or the timing attack detection and effects mitigation logic can calculate its approximation of the one-way propagation delay using the following approximation:
Pdelay˜[(t4−t1)−(t3−t2)]/2
This approximation can be compared with the approximation calculated by slave node 202 after line 5. If the values differ by more than a threshold amount, timing attack detection and effects mitigation logic may indicate the presence of a timing attack.
In line 10 of the message flow diagram, slave node 202 sends a reverse sync to master node 200 containing the time t1, which is the PTP time calculated by slave node 202 from the PTP time received from master node 200 in line 1 with frequency and phase adjustments calculated by slave node 202. The frequency and phase adjustments and the PTP time t1 of slave node 202 may be calculated as follows:
PTP_Slave_freq_corr=(Sync_t2−Sync_t1)/(sync_t2_rx_time−Sync_t1_rx_time)
PTP_Slave_phase_corr=Sync_t1−Sync_t1_rx_time+Pdelay
PTP_Slave_Time=(slave_local_osc+PTP_Slave_phase_corr)+
PTP_Slave_freq_corr*(slave_local_osc-Sync_t1_rx_time)).
In the first equation, PTP_Slave_freq_corr is the frequency correction factor between the slave's local oscillator and master node 200's local oscillator and is calculated from the ratio of the difference in transmission times of the sync messages recorded in the PTP time maintained by master node 200 to the difference in receipt times of the sync messages recorded in the time domain of the local oscillator of slave node 202.
In the second equation, PTP_Slave_phase_corr is the phase correction of the time domain of the slave local oscillator relative to the PTP master time domain maintained by master node 200. The phase correction is determined by the difference in the transmission time t1 of the sync message recorded in the PTP time maintained by master node 200 and the receipt time t2 of the sync message recorded in the time domain of the local oscillator of slave node 202 plus the propagation delay.
In the third equation, the PTP time of slave node 202 is calculated by adding the phase correction from the second equation to the current value of the local oscillator of slave node 202 and adding to this value a correction factor based on the difference in oscillator frequencies of master node 200 and slave node 202.
After the calculating the third equation, slave node 202 would normally update its PTP time to match the calculated value for PTP slave time. However, rather than doing so, slave node 202 may send the calculated PTP slave time (as in line 10 of
In summary, the following logic may be used to detect the presence of timing synchronization attacks.
By applying the rules above, delays of Sync, Pdelay_Req, and Pdelay_Resp that cause time to be wrong can be detected. Following all steps above, to keep slave node 202 from updating time during a timing attack:
After master node 200 sends a sync message, slave node 202 can “emulate” the changes to PTP time (without changing its PTP time) and send a reverse_sync using the “emulated” PTP time. Master node 200 can then verify this time and let slave node 202 know that it's ok to accept the original Sync message (at which point slave node 202 can make any updates to its “real” PTP time.
It should be noted that while the timing attack detection in
In step 402, TSN timing values calculated by TSN network nodes are monitored. For example, timing values calculated in PTP time, propagation delay values, phase offsets, etc., calculated by a PTP masters, PTP slaves, and PTP clock relays may be monitored.
In steps 402 and 404 it is determined whether the monitored values indicate a timing attack. For example, the steps described above with regard to
If a timing attack is determined to be present, control proceeds to step 406 where an attack mitigation action is performed. As stated above, examples of attack mitigation actions may include preventing the updating of time by a PTP slave node, generating an alarm, etc.
Thus, using timing attack detection and effects mitigation logic 110, the technological field of computer network security is improved. For example, network attacks that are based on packet timing alone can be detected when the content of timing synchronization packets is not modified by the attacker. Implementing timing attack detection and effects mitigation logic 110 on a network tap further improves the field of computer network security because security monitoring is transparent to the IEEE 1588 master and slave nodes and does not require software modification to either node to implement the security procedures described herein.
It will be understood that various details of the subject matter described herein may be changed without departing from the scope of the subject matter described herein. Furthermore, the foregoing description is for the purpose of illustration only, and not for the purpose of limitation, as the subject matter described herein is defined by the claims as set forth hereinafter.
Number | Name | Date | Kind |
---|---|---|---|
6868069 | Knobbe et al. | Mar 2005 | B2 |
7092586 | Vokey et al. | Aug 2006 | B2 |
7272750 | Sirbu | Sep 2007 | B2 |
7649912 | Balasubramanian et al. | Jan 2010 | B2 |
7881209 | Beliles, Jr. et al. | Feb 2011 | B2 |
8718482 | Roberts | May 2014 | B1 |
8767565 | Dalmau et al. | Jul 2014 | B2 |
9106353 | Hsueh et al. | Aug 2015 | B2 |
9130945 | Smith et al. | Sep 2015 | B2 |
9288777 | Hollabaugh et al. | Mar 2016 | B2 |
9380070 | Cain et al. | Jun 2016 | B1 |
9686169 | Formby et al. | Jun 2017 | B2 |
9699051 | Rata et al. | Jul 2017 | B2 |
9736804 | Regev | Aug 2017 | B2 |
9800595 | Jackson | Oct 2017 | B2 |
9813226 | Bergeron | Nov 2017 | B2 |
9923656 | Tenea et al. | Mar 2018 | B2 |
10014937 | Di Mola et al. | Jul 2018 | B1 |
10019333 | Regev | Jul 2018 | B2 |
10158441 | Butterworth et al. | Dec 2018 | B1 |
10348481 | Wetterwald | Jul 2019 | B1 |
10425321 | Joseph et al. | Sep 2019 | B2 |
10609054 | Jackson | Mar 2020 | B2 |
10623297 | Regev | Apr 2020 | B2 |
10965392 | Regev | Mar 2021 | B2 |
20020065929 | Kamentsky et al. | May 2002 | A1 |
20020093917 | Knobbe et al. | Jul 2002 | A1 |
20030105976 | Copeland, III | Jun 2003 | A1 |
20030200483 | Sutton | Oct 2003 | A1 |
20040190547 | Gordy et al. | Sep 2004 | A1 |
20050207387 | Middleton et al. | Sep 2005 | A1 |
20070268938 | Dowd | Nov 2007 | A1 |
20090217075 | Adar et al. | Aug 2009 | A1 |
20090231191 | Wu et al. | Sep 2009 | A1 |
20090257354 | Hannel et al. | Oct 2009 | A1 |
20100039157 | Kaeriyama et al. | Feb 2010 | A1 |
20100098111 | Sun et al. | Apr 2010 | A1 |
20110064091 | Darras et al. | Mar 2011 | A1 |
20110170534 | York | Jul 2011 | A1 |
20110199133 | Yamada | Aug 2011 | A1 |
20110211473 | Matityahu et al. | Sep 2011 | A1 |
20110268097 | Agrawala et al. | Nov 2011 | A1 |
20120166327 | Amicangioli | Jun 2012 | A1 |
20120275317 | Geva | Nov 2012 | A1 |
20120320933 | Magee | Dec 2012 | A1 |
20130080817 | Mihelic | Mar 2013 | A1 |
20130086250 | Eskicioglu et al. | Apr 2013 | A1 |
20130094515 | Gura et al. | Apr 2013 | A1 |
20130100832 | Flinn et al. | Apr 2013 | A1 |
20130170507 | Hsueh et al. | Jul 2013 | A1 |
20130173778 | Hsy et al. | Jul 2013 | A1 |
20130212439 | Stevens et al. | Aug 2013 | A1 |
20130259049 | Mizrahi | Oct 2013 | A1 |
20130265886 | Leong | Oct 2013 | A1 |
20130278312 | Getzin et al. | Oct 2013 | A1 |
20130329595 | Scholz | Dec 2013 | A1 |
20130343207 | Cook et al. | Dec 2013 | A1 |
20130347103 | Veteikis et al. | Dec 2013 | A1 |
20140006610 | Formby et al. | Jan 2014 | A1 |
20140164860 | Kim | Jun 2014 | A1 |
20140185632 | Steiner et al. | Jul 2014 | A1 |
20140226984 | Roberts et al. | Aug 2014 | A1 |
20140247839 | Kingsley | Sep 2014 | A1 |
20140269337 | Gintis | Sep 2014 | A1 |
20140297852 | Shimizu et al. | Oct 2014 | A1 |
20140304505 | Dawson | Oct 2014 | A1 |
20140317288 | Krueger et al. | Oct 2014 | A1 |
20140321285 | Chew et al. | Oct 2014 | A1 |
20140344930 | Foley | Nov 2014 | A1 |
20150016274 | Holland | Jan 2015 | A1 |
20150023168 | Kotecha et al. | Jan 2015 | A1 |
20150023170 | Kakadia et al. | Jan 2015 | A1 |
20150103828 | Chandhoke et al. | Apr 2015 | A1 |
20150103832 | Chandhoke et al. | Apr 2015 | A1 |
20150103836 | Chandhoke et al. | Apr 2015 | A1 |
20150103848 | Chandhoke et al. | Apr 2015 | A1 |
20150245306 | Boehlke | Aug 2015 | A1 |
20150281025 | Wallbaum et al. | Oct 2015 | A1 |
20160020979 | Thubert | Jan 2016 | A1 |
20160065434 | Janakiraman | Mar 2016 | A1 |
20160110211 | Karnes | Apr 2016 | A1 |
20160110212 | Karnes | Apr 2016 | A1 |
20160170440 | Aweya | Jun 2016 | A1 |
20160285575 | Holmeide | Sep 2016 | A1 |
20160301589 | Rata et al. | Oct 2016 | A1 |
20160301599 | Porfiri et al. | Oct 2016 | A1 |
20160306726 | Regev | Oct 2016 | A1 |
20160309434 | Regev | Oct 2016 | A1 |
20160315756 | Tenea | Oct 2016 | A1 |
20170041126 | Bergeron | Feb 2017 | A1 |
20170085581 | Jackson | Mar 2017 | A1 |
20170214703 | Tekchandani | Jul 2017 | A1 |
20170331748 | Mangin | Nov 2017 | A1 |
20180024537 | Chauvet | Jan 2018 | A1 |
20180070373 | Muench | Mar 2018 | A1 |
20180160424 | Cavalcanti et al. | Jun 2018 | A1 |
20180184438 | Cavalcanti et al. | Jun 2018 | A1 |
20180191642 | Biederman et al. | Jul 2018 | A1 |
20180227067 | Hu et al. | Aug 2018 | A1 |
20180237039 | Mong et al. | Aug 2018 | A1 |
20180295144 | Jackson | Oct 2018 | A1 |
20180302330 | Bush | Oct 2018 | A1 |
20180302331 | Bush | Oct 2018 | A1 |
20180309655 | Joseph et al. | Oct 2018 | A1 |
20180309656 | Regev | Oct 2018 | A1 |
20180316592 | Ellegaard | Nov 2018 | A1 |
20190123843 | Bush | Apr 2019 | A1 |
20190123847 | Bush | Apr 2019 | A1 |
20190349392 | Wetterwald | Nov 2019 | A1 |
20200244382 | Regev | Jul 2020 | A1 |
20200366588 | Bergeron | Nov 2020 | A1 |
20210112002 | Pan et al. | Apr 2021 | A1 |
Number | Date | Country |
---|---|---|
101631080 | Jan 2010 | CN |
101854268 | Oct 2010 | CN |
101447861 | Oct 2011 | CN |
108737003 | Nov 2018 | CN |
108737003 | Oct 2021 | CN |
10 2018 109 689 | Oct 2018 | DE |
3 284 244 | Dec 2019 | EP |
WO 2011144263 | Nov 2011 | WO |
WO 2016168063 | Oct 2016 | WO |
WO 2016168064 | Oct 2016 | WO |
WO 2017052714 | Mar 2017 | WO |
Entry |
---|
Precision Time Protocol. (Jan. 21, 2018). In Wikipedia, accessed <https://en.wikipedia.org/w/index.php?title=Precision_Time_Protocol&oldid=821617031> (Year: 2018). |
Non-Final Office Action for U.S. Appl. No. 15/482,672 (dated Jun. 14, 2019). |
Communication under Rule 71(3) EPC for European Patent Application Serial No. 16 780 481.4 (dated May 7, 2019). |
Notice of Allowance and Fee(s) Due and Examiner-Initiated Interview Summary for U.S. Appl. No. 15/482,672 (dated Dec. 18, 2019). |
Decision to grant a European patent pursuant to Article 97(1) EPC for European Patent Application Serial No. 16780482.2 (dated Nov. 21, 2019). |
Alhady et al., “Time-aware Traffic Shaper using Time-based Packet Scheduling in Intel I210,” International Journal of Research and Engineering, vol. 5, No. 9, pp. 494-499 (Sep.-Oct. 2018). |
Wisniewski et al., “Seamless Schedule Switching in Time Triggered Ethernet based Communication Systems,” ResearchGate, pp. 1-11 (Nov. 2015). |
Thangamuthu et al., “Analysis of Ethernet-Switch Traffic Shapers for In-Vehicle Networking Applications,” Design, Automation & Test in Europe Conference & Exhibition, pp. 1-6 (2015). |
Thangamuthu, S., Analysis of Automotive Traffic Shapers in Ethernet In-Vehicular Networks, Eindhoven University of Technology, pp. 1-89 (2014). |
Boiger, Christain, “Time Aware Shaper,” IEEE 802 Plenary, Deggendorf University of Applied Sciences, pp. 1-9 (May 2012). |
“1588v2 Sync and Delay_Req Messages Format,” http://support.huawei.com/hedex/pages/EDOC100010596830008125/05/EDOC100010596830008125/05/resources/message/cd_feature_1588v2_format-sync.html, pp. 1-2 (Downloaded Jan. 9, 2019). |
Communication under Rule 71 (3) EPC Intention to Grant for European Patent Application Serial No. 16 849 136.3 (dated Dec. 12, 2019). |
Final Office Action for U.S. Appl. No. 15/482,672 (dated Apr. 2, 2019). |
Communication of the extended European search report for European Patent Application Serial No. 16849136.3 (dated Feb. 20, 2019). |
Bhunia et al., “Hardware Trojan Attacks: Threat Analysis and Countermeasures,” Proceedings of the IEEE, vol. 102, No. 8, pp. 1-20 (Aug. 2014). |
Commonly-Assigned, co-pending U.S. Appl. No. 16/258,485 for “Active Network Tap Supporting Time Sensitive Network (TSN) Standards,” (Unpublished, filed Jan. 25, 2019). |
Non-Final Office Action for U.S. Appl. No. 15/482,672 (dated Nov. 16, 2018). |
Non-Final Office Action for U.S. Appl. No. 15/498,452 (dated Nov. 5, 2018). |
Moussa et al., “A Detection and Mitigation Model for PTP Delay Attack in an IEC 61850 Substation”, IEEE Transactions on Smart Grid, vol. 9, No. 5, pp. 3954-3965 (Sep. 2018). |
Communication of the Extended European Search Report for European Patent Application Serial No. 16780481.4 (dated Sep. 6, 2018). |
Communication of the Extended European Search Report for European Patent Application Serial No. 16780482.2 (dated Aug. 9, 2018). |
Communication of European publication No. and information on the application of Article 67(3) EPC for European Patent Application Serial No. 16849136.3 (dated Jul. 4, 2018). |
Notice of Allowance and Fee(s) Due for U.S. Appl. No. 14/688,644 (dated Feb. 28, 2018). |
Notice of Allowance and Fee(s) Due for U.S. Appl. No. 14/809,513 (dated Nov. 7, 2017). |
“Time-Sensitive Networking Task,” Wikipedia, the free encyclopedia, https://en.wikipedia.org/wiki/Time-Sensitive_Networking, pp. 1-7 (Aug. 29, 2017). |
Non-Final Office Action for U.S. Appl. No. 14/688,644 (dated Jul. 26, 2017). |
Teener, “IEEE 802 Time-Sensitive Networking: Extending Beyond AVB,” Accessed on wayback machine, https://web.archive.org/web/20140724130142/http://standards.ieee.org/events/automotive/08_Teener_TSN.pdf, pp. 1-30 (Jul. 24, 2017). |
Notice of Allowance and Fee(s) Due for U.S. Appl. No. 14/819,337 (dated Jun. 21, 2017). |
Notice of Allowance and Fee(s) Due and Examiner Initiated Interview Summary for U.S. Appl. No. 14/860,630 (dated Jun. 13, 2017). |
Non-Final Office Action for U.S. Appl. No. 14/809,513 (dated May 30, 2017). |
“IEEE Standard for Local and metropolitan area networks—Bridges and Bridged Networks—Amendment 29: Cyclic Queuing and Forwarding,” IEEE Computer Society, IEEE Std 802.1QchTM-2017, pp. 1-28 (May 18, 2017). |
Notice of Allowance and Fee(s) Due for U.S. Appl. No. 14/688,630 (dated Apr. 12, 2017). |
Non-Final Office Action for U.S. Appl. No. 14/819,337 (dated Mar. 2, 2017). |
Notice of Allowance and Fee(s) Due for U.S. Appl. No. 14/685,552 (dated Mar. 1, 2017). |
Notice of Allowance and Fee(s) Due for U.S. Appl. No. 13/933,661 (dated Feb. 17, 2017). |
Non-Final Office Action for U.S. Appl. No. 14/860,630 (dated Dec. 19, 2016). |
Non-Final Office Action for U.S. Appl. No. 14/685,552 (dated Oct. 20, 2016). |
Non-Final Office Action for U.S. Appl. No. 14/688,630 (dated Oct. 17, 2016). |
Non-Final Office Action for U.S. Appl. No. 13/933,661 (dated Sep. 27, 2016). |
Notification of Transmittal of the International Search Report and the Written Opinion of the International Searching Authority, or the Declaration for International Application No. PCT/US2016/040532 (dated Sep. 12, 2016). |
Notification of Transmittal of the International Search Report and the Written Opinion of the International Searching Authority, or the Declaration for International Application No. PCT/US2016/026534 (dated Jul. 8, 2016). |
Notification of Transmittal of the International Searh report and the Written Opinion of the International Searching Authority, or the Declaration for International Application No. PCT/US2016/026533 (dated Jul. 8, 2016). |
“IEEE Standard for Local and metropolitan area networks—Bridges and Bridged Networks—Amendment 26: Frame Preemption,” IEEE Computer Society, IEEE Std 802.1QbuTM-2016, pp. 1-51 (Jun. 30, 2016). |
Final Office Action for U.S. Appl. No. 13/933,661 (dated Apr. 12, 2016). |
Non-Final Office Action for U.S. Appl. No. 13/933,661 (dated Dec. 14, 2015). |
“IEEE Standard for Local and metropolitan area networks—Bridges and Bridged Networks—Amendment 25: Enhancements for Scheduled Traffic,” IEEE Computer Society, IEEE Std 802.1QbvTM-2015, pp. 1-55 (Dec. 5, 2015). |
“External Bypass Switches,” Ixia, White Paper, 915-6688-01 Rev. B, pp. 1-5 (Dec. 2015). |
“IEEE Standard for Local and metropolitan area networks—Bridges and Bridged Networks—Amendment 24: Path Control and Reservation,” IEEE Computer Society, IEEE Std 802.1QcaTM-2015, pp. 1-105 (Sep. 3, 2015). |
“Network Time Protocol,” Wikipedia, https://en.wikipedia.org/wiki/Network_Time_Protocol, pp. 1-7 (Jul. 3, 2015). |
Finn, “802.1Qav + P802.1Qbv Time-gated Shapers,” Cisco System, IEEE 802 Pleanry, pp. 1-12 (Nov. 5, 2014). |
“High Density Modular Fiber Tap,” Ixia, http://www.ixiacom.com/products/net-optics-flex-tap, pp. 1-4 (Jul. 2014). |
Watt et al., “Understanding and Applying Precision Time Protocol,” Power and Energy Automation Conference, pp. 1-7 (Mar. 2014). |
“Ixia Anue 3500—Mobile Backhaul Testing Solution,” Ixia Data Sheet, pp. 1-5 (Dec. 2013). |
Arnold, “What Are All of These IEEE 1588 Clock Types,” http://blog.meinbergglobal.com/2013/10/21/ieee1588clocktypes/, News and Tutorials from Meinberg, pp. 1-6 (Oct. 21, 2013). |
“AN-1838 IEEE 1588 Boundary Clock and Transparent Clock Implementation Using the DP83640,” Application Report, Texas Instruments, pp. 1-9 (Apr. 2013). |
“AN-1728 IEEE 1588 Precision Time Protocol Time Synchronization Performance,” Application Report, SNLA098A, Texas Instruments, pp. 1-10 (Apr. 2013). |
Boiger, “Deterministic Ethernet—IEEE 802.1 standards for real-time process control, industrial automation, and vehicular networks,” IEEE 802 Tutorial, pp. 1-72 (Nov. 12, 2012). |
Boiger, “Time Aware Shaper,” Deggendorf University of Applied Sciences, IEEE 802.1 Pleanry, pp. 1-12 (Sep. 2012). |
Spirent, “Precision Time Protocol (PTP) IEEE 1588,” YouTube “alantalkstech”, https://www.youtube.com/watch?v=yw-gd01aOYg, pp. 1-11 (Dec. 7, 2011). |
“IEEE Standard for Local and metropolitan area networks—Timing and Synchronization for Time-Sensitive Applications in Bridged Local Area Networks,” IEEE Computer Society, IEEE Std 802.1ASTM-2011, pp. 1-274 (Mar. 30, 2011). |
Ullmann et al., “Delay Attacks—Implication on NTP and PTP Time Synchronization”, ISPCS 2009 International IEEE Symposium on Precision Clock Synchronization for Measurement, Control, and Communication, pp. 1-6 (Oct. 12-16, 2009). |
“Precision Clock Synchronization the Standard IEEE 1588”, Hirschmann, White Paper, pp. 1-20. (Feb. 2009). |
Eidson, “IEEE-1588 Standard for a Precision Clock Synchronization Protocol for Networked Measurement and Control Systems—A Tutorial,” Agilent Technologies, pp. 1-94 (Oct. 2005). |
“IEEE 1588 Precise Time Protocol: The New Standard in Time Synchronization” Microsemi Power Matters, White Paper, pp. 1-10 (Copyright 2005-2017). |
Advisory Action and AFCP 2.0 Decision for U.S. Appl. No. 15/647,207 (dated Nov. 27, 2019). |
Decision to grant a European patent pursuant to Article 97(1) EPC for European Patent Application Serial No. 16780481.4 (dated Sep. 12, 2019). |
Notice of Allowance and Fee(s) Due for U.S. Appl. No. 15/647,207 (dated Jan. 15, 2020). |
Non-Final Office Action for U.S. Appl. No. 15/647,207 (dated May 15, 2019). |
Notice of Allowance and Fee(s) Due for U.S. Appl. No. 15/498,452 (dated May 10, 2019). |
Final Office Action for U.S. Appl. No. 16/258,485 (dated Sep. 9, 2020). |
Notice of Allowance and Examiner-Initiated Interview summary for U.S. Appl. No. 16/258,485 (dated Jan. 7, 2021). |
Advisory Action for U.S. Appl. No. 16/258,485 (dated Nov. 19, 2020). |
Parry et al., “A Network Forensics Tool for Precise Data Packet Capture and Replay in Cyber-Physical Systems,” ACSW '16 Multiconference, pp. 1-10 (Feb. 2-5, 2016). |
Non-Final Office Action for U.S. Appl. No. 16/258,485 (dated May 18, 2020). |
Decision to grant a European patent pursuant to Article 97(1) EPC for European Patent Application Serial No. 16849136.3 (dated Apr. 17, 2020). |
Commonly-assigned, co-pending U.S. Appl. No. 16/746,087 for “Methods, Systems, and Computer Readable Media for Measuring Schedule Update Time for a Time Aware Shaper Implementation,” (Unpublished, filed Jan. 17, 2020). |
Final Office Action for U.S. Appl. No. 15/647,207 (dated Sep. 12, 2019). |
Communication under Rule 71(3) EPC Intention to Grant for European Patent Application Serial No. 16 780 482.2 (dated Jul. 9, 2019). |
Communication of European publication No. and information on the application of Article 67(3) EPC for European Patent Application Serial No. 16780482.2 (dated Jan. 24, 2018). |
Communication of European publication No. and information on the application of Article 67(3) EPC for European Patent Application Serial No. 16780481.4 (dated Jan. 24, 2018). |
“Time-Sensitive Networking,” Wikipedia, the free encyclopedia, https://en.wikipedia.org/wiki/Time-Sensitive_Networking, pp. 1-7 (Aug. 29, 2017). |
Notice of Allowance and Fee(s) Due for Chinese Patent Application No. 201810373217.5 (dated Aug. 18, 2021). |
First Office Action for Chinese Patent Application No. 201810373217.5 (dated Feb. 2, 2021). |
Number | Date | Country | |
---|---|---|---|
20200252424 A1 | Aug 2020 | US |