Heiko H. Ludwig

Person

San Francisco, CA, US

People

Patents Grantslast 30 patents

Information Patent Grant
Privacy-preserving federated learning
- Patent number 12,160,504
- Issue date Dec 3, 2024
- International Business Machines Corporation
- Runhua Xu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Building a federated learning framework
- Patent number 12,093,837
- Issue date Sep 17, 2024
- International Business Machines Corporation
- Yi Zhou
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Automatic generation of tasks and retraining machine learning modul...
- Patent number 12,033,094
- Issue date Jul 9, 2024
- International Business Machines Corporation
- Jonathan F. Brunn
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Adversarial interpolation backdoor detection
- Patent number 12,019,747
- Issue date Jun 25, 2024
- International Business Machines Corporation
- Heiko H. Ludwig
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Detecting and mitigating poison attacks using data provenance
- Patent number 11,856,021
- Issue date Dec 26, 2023
- International Business Machines Corporation
- Nathalie Baracaldo-Angel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Private and federated learning
- Patent number 11,824,968
- Issue date Nov 21, 2023
- Green Market Square Limited
- Nathalie Baracaldo Angel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Detecting and mitigating poison attacks using data provenance
- Patent number 11,689,566
- Issue date Jun 27, 2023
- International Business Machines Corporation
- Nathalie Baracaldo-Angel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Automatically determining poisonous attacks on neural networks
- Patent number 11,645,515
- Issue date May 9, 2023
- International Business Machines Corporation
- Nathalie Baracaldo Angel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Parameter sharing in federated learning
- Patent number 11,645,582
- Issue date May 9, 2023
- International Business Machines Corporation
- Shashank Rajamoni
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Detection of an adversarial backdoor attack on a trained model at i...
- Patent number 11,601,468
- Issue date Mar 7, 2023
- International Business Machines Corporation
- Nathalie Baracaldo Angel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Efficient private vertical federated learning
- Patent number 11,588,621
- Issue date Feb 21, 2023
- International Business Machines Corporation
- Nathalie Baracaldo Angel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Detecting backdoor attacks using exclusionary reclassification
- Patent number 11,538,236
- Issue date Dec 27, 2022
- International Business Machines Corporation
- Nathalie Baracaldo Angel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Automatically determining whether an activation cluster contains po...
- Patent number 11,487,963
- Issue date Nov 1, 2022
- International Business Machines Corporation
- Nathalie Baracaldo Angel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Diagnosis of neural network
- Patent number 11,341,394
- Issue date May 24, 2022
- International Business Machines Corporation
- Heiko H. Ludwig
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Contextually adjusting device notifications
- Patent number 11,334,709
- Issue date May 17, 2022
- International Business Machines Corporation
- Nathalie Baracaldo-Angel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Preventing statistical inference attacks on data that is shared amo...
- Patent number 11,240,243
- Issue date Feb 1, 2022
- International Business Machines Corporation
- Nathalie Baracaldo Angel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Detecting poisoning attacks on neural networks by activation cluste...
- Patent number 11,188,789
- Issue date Nov 30, 2021
- International Business Machines Corporation
- Bryant Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Outgoing communication scam prevention
- Patent number 11,178,092
- Issue date Nov 16, 2021
- International Business Machines Corporation
- Nathalie Baracaldo Angel
- H04 - ELECTRIC COMMUNICATION TECHNIQUE
Information Patent Grant
Enforcing electronic service contracts between compu'iing devices
- Patent number 11,165,664
- Issue date Nov 2, 2021
- International Business Machines Corporation
- Robert M. Engel
- H04 - ELECTRIC COMMUNICATION TECHNIQUE
Information Patent Grant
Private and federated learning
- Patent number 11,139,961
- Issue date Oct 5, 2021
- International Business Machines Corporation
- Nathalie Baracaldo Angel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Dynamic parallelism adjustment
- Patent number 11,132,210
- Issue date Sep 28, 2021
- International Business Machines Corporation
- Ali Anwar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Selective enforcement of privacy and confidentiality for optimizati...
- Patent number 11,113,419
- Issue date Sep 7, 2021
- International Business Machines Corporation
- Nathalie Baracaldo Angel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Cognitive quality of service monitoring
- Patent number 11,057,284
- Issue date Jul 6, 2021
- International Business Machines Corporation
- Obinna B. Anya
- H04 - ELECTRIC COMMUNICATION TECHNIQUE
Information Patent Grant
Monitoring dynamic quality of service based on changing user context
- Patent number 10,999,160
- Issue date May 4, 2021
- International Business Machines Corporation
- Nathalie Baracaldo Angel
- H04 - ELECTRIC COMMUNICATION TECHNIQUE
Information Patent Grant
Conversation and context aware fraud and abuse prevention agent
- Patent number 10,810,510
- Issue date Oct 20, 2020
- International Business Machines Corporation
- Nathalie Baracaldo Angel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Bot-based data collection for detecting phone solicitations
- Patent number 10,783,455
- Issue date Sep 22, 2020
- International Business Machines Corporation
- Nathalie Baracaldo Angel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Outgoing communication scam prevention
- Patent number 10,757,058
- Issue date Aug 25, 2020
- International Business Machines Corporation
- Nathalie Baracaldo Angel
- H04 - ELECTRIC COMMUNICATION TECHNIQUE
Information Patent Grant
Monitoring dynamic quality of service based on changing user context
- Patent number 10,708,147
- Issue date Jul 7, 2020
- International Business Machines Corporation
- Nathalie Baracaldo Angel
- H04 - ELECTRIC COMMUNICATION TECHNIQUE
Information Patent Grant
Drone-based smoke detector
- Patent number 10,689,107
- Issue date Jun 23, 2020
- International Business Machines Corporation
- Nathalie Baracaldo Angel
- G05 - CONTROLLING REGULATING
Information Patent Grant
Bot-based data collection for detecting phone solicitations
- Patent number 10,657,463
- Issue date May 19, 2020
- International Business Machines Corporation
- Nathalie Baracaldo Angel
- G10 - MUSICAL INSTRUMENTS ACOUSTICS

Patents Applicationslast 30 patents

Information Patent Application
PRIVACY ENHANCED FEDERATED TRAINING AND INFERENCE OVER VERTICALLY A...
- Publication number 20240249153
- Publication date Jul 25, 2024
- International Business Machines Corporation
- Swanand Ravindra Kadhe
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
PRIVACY ENHANCED MACHINE LEARNING OVER GRAPH DATA
- Publication number 20240249018
- Publication date Jul 25, 2024
- International Business Machines Corporation
- Ambrish Rawat
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
AUTOMATED TUNING OF HYPERPARAMETERS BASED ON RANKINGS IN A FEDERATE...
- Publication number 20240144026
- Publication date May 2, 2024
- International Business Machines Corporation
- Yi Zhou
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SECURE REORDERING USING TENSOR OF INDICATORS
- Publication number 20240089081
- Publication date Mar 14, 2024
- International Business Machines Corporation
- Eyal KUSHNIR
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
GROUPED AGGREGATION IN FEDERATED LEARNING
- Publication number 20230409959
- Publication date Dec 21, 2023
- International Business Machines Corporation
- Ali Anwar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DETECTING AND MITIGATING POISON ATTACKS USING DATA PROVENANCE
- Publication number 20230231875
- Publication date Jul 20, 2023
- International Business Machines Corporation
- Nathalie Baracaldo-Angel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
PERFORMING AUTOMATED TUNING OF HYPERPARAMETERS IN A FEDERATED LEARN...
- Publication number 20230186168
- Publication date Jun 15, 2023
- International Business Machines Corporation
- Yi Zhou
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
TOKENIZED FEDERATED LEARNING
- Publication number 20230017500
- Publication date Jan 19, 2023
- International Business Machines Corporation
- Ali Anwar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ADVERSARIAL INTERPOLATION BACKDOOR DETECTION
- Publication number 20220114259
- Publication date Apr 14, 2022
- International Business Machines Corporation
- Heiko H. Ludwig
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
PRIVATE AND FEDERATED LEARNING
- Publication number 20210409197
- Publication date Dec 30, 2021
- International Business Machines Corporation
- Nathalie Baracaldo Angel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
PARAMETER SHARING IN FEDERATED LEARNING
- Publication number 20210304062
- Publication date Sep 30, 2021
- International Business Machines Corporation
- Shashank Rajamoni
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
EFFICIENT PRIVATE VERTICAL FEDERATED LEARNING
- Publication number 20210174243
- Publication date Jun 10, 2021
- International Business Machines Corporation
- Nathalie Baracaldo Angel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
PRIVACY-PRESERVING FEDERATED LEARNING
- Publication number 20210143987
- Publication date May 13, 2021
- International Business Machines Corporation
- Runhua XU
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
AUTOMATIC GENERATION OF TASKS AND RETRAINING MACHINE LEARNING MODUL...
- Publication number 20210081878
- Publication date Mar 18, 2021
- International Business Machines Corporation
- Jonathan F. Brunn
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Automatically Determining Whether an Activation Cluster Contains Po...
- Publication number 20210081708
- Publication date Mar 18, 2021
- International Business Machines Corporation
- Nathalie Baracaldo Angel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Detecting Backdoor Attacks Using Exclusionary Reclassification
- Publication number 20210081718
- Publication date Mar 18, 2021
- International Business Machines Corporation
- Nathalie Baracaldo Angel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Automatically Determining Poisonous Attacks on Neural Networks
- Publication number 20210081831
- Publication date Mar 18, 2021
- International Business Machines Corporation
- Nathalie Baracaldo Angel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ENFORCING ELECTRONIC SERVICE CONTRACTS BETWEEN COMPUTING DEVICES
- Publication number 20210051080
- Publication date Feb 18, 2021
- International Business Machines Corporation
- Robert M. Engel
- H04 - ELECTRIC COMMUNICATION TECHNIQUE
Information Patent Application
BUILDING A FEDERATED LEARNING FRAMEWORK
- Publication number 20210042628
- Publication date Feb 11, 2021
- International Business Machines Corporation
- Yi Zhou
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Diagnosis of Neural Network
- Publication number 20210027133
- Publication date Jan 28, 2021
- International Business Machines Corporation
- Heiko H. Ludwig
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DETECTION OF AN ADVERSARIAL BACKDOOR ATTACK ON A TRAINED MODEL AT I...
- Publication number 20200412743
- Publication date Dec 31, 2020
- International Business Machines Corporation
- Nathalie Baracaldo Angel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
COMMUNICATING IN A FEDERATED LEARNING ENVIRONMENT
- Publication number 20200364608
- Publication date Nov 19, 2020
- International Business Machines Corporation
- Ali Anwar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DYNAMIC PARALLELISM ADJUSTMENT
- Publication number 20200356387
- Publication date Nov 12, 2020
- International Business Machines Corporation
- Ali Anwar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
PRIVATE AND FEDERATED LEARNING
- Publication number 20200358599
- Publication date Nov 12, 2020
- International Business Machines Corporation
- Nathalie Baracaldo Angel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
OUTGOING COMMUNICATION SCAM PREVENTION
- Publication number 20200336453
- Publication date Oct 22, 2020
- International Business Machines Corporation
- Nathalie Baracaldo Angel
- H04 - ELECTRIC COMMUNICATION TECHNIQUE
Information Patent Application
MONITORING DYNAMIC QUALITY OF SERVICE BASED ON CHANGING USER CONTEXT
- Publication number 20200244548
- Publication date Jul 30, 2020
- International Business Machines Corporation
- Nathalie Baracaldo Angel
- H04 - ELECTRIC COMMUNICATION TECHNIQUE
Information Patent Application
CONTEXTUALLY ADJUSTING DEVICE NOTIFICATIONS
- Publication number 20200151240
- Publication date May 14, 2020
- International Business Machines Corporation
- Nathalie Baracaldo-Angel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SELECTIVE ENFORCEMENT OF PRIVACY AND CONFIDENTIALITY FOR OPTIMIZAT...
- Publication number 20200082123
- Publication date Mar 12, 2020
- International Business Machines Corporation
- Nathalie Baracaldo Angel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DETECTING POISONING ATTACKS ON NEURAL NETWORKS BY ACTIVATION CLUSTE...
- Publication number 20200050945
- Publication date Feb 13, 2020
- International Business Machines Corporation
- Bryant Chen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
BOT-BASED DATA COLLECTION FOR DETECTING PHONE SOLICITATIONS
- Publication number 20200034743
- Publication date Jan 30, 2020
- International Business Machines Corporation
- Nathalie Baracaldo Angel
- G06 - COMPUTING CALCULATING COUNTING

Heiko H. Ludwig

Person

Patents Grantslast 30 patents

Privacy-preserving federated learning

Building a federated learning framework

Automatic generation of tasks and retraining machine learning modul...

Adversarial interpolation backdoor detection

Detecting and mitigating poison attacks using data provenance

Private and federated learning

Detecting and mitigating poison attacks using data provenance

Automatically determining poisonous attacks on neural networks

Parameter sharing in federated learning

Detection of an adversarial backdoor attack on a trained model at i...

Efficient private vertical federated learning

Detecting backdoor attacks using exclusionary reclassification

Automatically determining whether an activation cluster contains po...

Diagnosis of neural network

Contextually adjusting device notifications

Preventing statistical inference attacks on data that is shared amo...

Detecting poisoning attacks on neural networks by activation cluste...

Outgoing communication scam prevention

Enforcing electronic service contracts between compu'iing devices

Private and federated learning

Dynamic parallelism adjustment

Selective enforcement of privacy and confidentiality for optimizati...

Cognitive quality of service monitoring

Monitoring dynamic quality of service based on changing user context

Conversation and context aware fraud and abuse prevention agent

Bot-based data collection for detecting phone solicitations

Outgoing communication scam prevention

Monitoring dynamic quality of service based on changing user context

Drone-based smoke detector

Bot-based data collection for detecting phone solicitations

Patents Applicationslast 30 patents

PRIVACY ENHANCED FEDERATED TRAINING AND INFERENCE OVER VERTICALLY A...

PRIVACY ENHANCED MACHINE LEARNING OVER GRAPH DATA

AUTOMATED TUNING OF HYPERPARAMETERS BASED ON RANKINGS IN A FEDERATE...

SECURE REORDERING USING TENSOR OF INDICATORS

GROUPED AGGREGATION IN FEDERATED LEARNING

DETECTING AND MITIGATING POISON ATTACKS USING DATA PROVENANCE

PERFORMING AUTOMATED TUNING OF HYPERPARAMETERS IN A FEDERATED LEARN...

TOKENIZED FEDERATED LEARNING

ADVERSARIAL INTERPOLATION BACKDOOR DETECTION

PRIVATE AND FEDERATED LEARNING

PARAMETER SHARING IN FEDERATED LEARNING

EFFICIENT PRIVATE VERTICAL FEDERATED LEARNING

PRIVACY-PRESERVING FEDERATED LEARNING

AUTOMATIC GENERATION OF TASKS AND RETRAINING MACHINE LEARNING MODUL...

Automatically Determining Whether an Activation Cluster Contains Po...

Detecting Backdoor Attacks Using Exclusionary Reclassification

Automatically Determining Poisonous Attacks on Neural Networks

ENFORCING ELECTRONIC SERVICE CONTRACTS BETWEEN COMPUTING DEVICES

BUILDING A FEDERATED LEARNING FRAMEWORK

Diagnosis of Neural Network

DETECTION OF AN ADVERSARIAL BACKDOOR ATTACK ON A TRAINED MODEL AT I...

COMMUNICATING IN A FEDERATED LEARNING ENVIRONMENT

DYNAMIC PARALLELISM ADJUSTMENT

PRIVATE AND FEDERATED LEARNING

OUTGOING COMMUNICATION SCAM PREVENTION

MONITORING DYNAMIC QUALITY OF SERVICE BASED ON CHANGING USER CONTEXT

CONTEXTUALLY ADJUSTING DEVICE NOTIFICATIONS

SELECTIVE ENFORCEMENT OF PRIVACY AND CONFIDENTIALITY FOR OPTIMIZAT...

DETECTING POISONING ATTACKS ON NEURAL NETWORKS BY ACTIVATION CLUSTE...

BOT-BASED DATA COLLECTION FOR DETECTING PHONE SOLICITATIONS