Taesung Lee

Person

White Plains, NY, US

People

Patents Grantslast 30 patents

Information Patent Grant
Dynamic gradient deception against adversarial examples in machine...
- Patent number 12,050,993
- Issue date Jul 30, 2024
- International Business Machines Corporation
- Taesung Lee
- 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
Spatiotemporal deep learning for behavioral biometrics
- Patent number 12,019,720
- Issue date Jun 25, 2024
- International Business Machines Corporation
- Taesung Lee
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Using multimodal model consistency to detect adversarial attacks
- Patent number 11,977,625
- Issue date May 7, 2024
- International Business Machines Corporation
- Ian Michael Molloy
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Protecting cognitive systems from model stealing attacks
- Patent number 11,853,436
- Issue date Dec 26, 2023
- International Business Machines Corporation
- Taesung Lee
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Constraining neural networks for robustness through alternative enc...
- Patent number 11,847,555
- Issue date Dec 19, 2023
- International Business Machines Corporation
- Kevin Eykholt
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Training diverse and robust ensembles of artificial intelligence co...
- Patent number 11,783,025
- Issue date Oct 10, 2023
- International Business Machines Corporation
- Ian Michael Molloy
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Recurrent neural network based anomaly detection
- Patent number 11,775,637
- Issue date Oct 3, 2023
- International Business Machines Corporation
- Heqing Huang
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Using multimodal model consistency to detect adversarial attacks
- Patent number 11,675,896
- Issue date Jun 13, 2023
- International Business Machines Corporation
- Ian Michael Molloy
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Measuring overfitting of machine learning computer model and suscep...
- Patent number 11,494,496
- Issue date Nov 8, 2022
- International Business Machines Corporation
- Kathrin Grosse
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Deep neural network hardening framework
- Patent number 11,443,178
- Issue date Sep 13, 2022
- Interntional Business Machines Corporation
- Benjamin J. Edwards
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Recurrent neural network based anomaly detection
- Patent number 11,301,563
- Issue date Apr 12, 2022
- International Business Machines Corporation
- Heqing Huang
- 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
Deep embedding for natural language content based on semantic depen...
- Patent number 11,182,562
- Issue date Nov 23, 2021
- International Business Machines Corporation
- Taesung Lee
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Two-level sequence learning for analyzing, metering, generating, an...
- Patent number 11,171,946
- Issue date Nov 9, 2021
- International Business Machines Corporation
- Suresh Chari
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Malware clustering approaches based on cognitive computing techniques
- Patent number 11,159,547
- Issue date Oct 26, 2021
- International Business Machines Corporation
- Suresh Chari
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Using gradients to detect backdoors in neural networks
- Patent number 11,132,444
- Issue date Sep 28, 2021
- International Business Machines Corporation
- Wilka Carvalho
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Cross-subject model-generated training data for relation extraction...
- Patent number 11,132,507
- Issue date Sep 28, 2021
- International Business Machines Corporation
- Youngja Park
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Protecting cognitive systems from model stealing attacks
- Patent number 11,023,593
- Issue date Jun 1, 2021
- International Business Machines Corporation
- Taesung Lee
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Jointly discovering user roles and data clusters using both access...
- Patent number 10,805,308
- Issue date Oct 13, 2020
- International Business Machines Corporation
- Youngja Park
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Protecting cognitive systems from gradient based attacks through th...
- Patent number 10,657,259
- Issue date May 19, 2020
- International Business Machines Corporation
- Taesung Lee
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Two-level sequence learning for analyzing, metering, generating, an...
- Patent number 10,609,017
- Issue date Mar 31, 2020
- International Business Machines Corporation
- Suresh Chari
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Deep learning for targeted password generation with cognitive user...
- Patent number 10,540,490
- Issue date Jan 21, 2020
- International Business Machines Corporation
- Suresh N. Chari
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Adversarial learning of privacy protection layers for image recogni...
- Patent number 10,535,120
- Issue date Jan 14, 2020
- International Business Machines Corporation
- Benjamin J. Edwards
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Deep embedding for natural language content based on semantic depen...
- Patent number 10,380,259
- Issue date Aug 13, 2019
- International Business Machines Corporation
- Taesung Lee
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Clustering for detection of anomalous behavior and insider threat
- Patent number 10,341,372
- Issue date Jul 2, 2019
- International Business Machines Corporation
- Suresh Chari
- H04 - ELECTRIC COMMUNICATION TECHNIQUE

Patents Applicationslast 30 patents

Information Patent Application
REALISTIC SAFETY VERIFICATION FOR DEEP REINFORCEMENT LEARNING
- Publication number 20240211746
- Publication date Jun 27, 2024
- International Business Machines Corporation
- Kevin Eykholt
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
TRAINING A BIDIRECTIONAL ENCODER REPRESENTATIONS FROM TRANSFORMERS...
- Publication number 20240119347
- Publication date Apr 11, 2024
- International Business Machines Corporation
- Soyeon Park
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
USING MULTIMODAL MODEL CONSISTENCY TO DETECT ADVERSARIAL ATTACKS
- Publication number 20230281298
- Publication date Sep 7, 2023
- International Business Machines Corporation
- Ian Michael Molloy
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
GRAPH EXPLORATION FRAMEWORK FOR ADVERSARIAL EXAMPLE GENERATION
- Publication number 20230169176
- Publication date Jun 1, 2023
- TAESUNG LEE
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Federated Learning with Dataset Sketch Commitment Based Malicious P...
- Publication number 20220269977
- Publication date Aug 25, 2022
- International Business Machines Corporation
- Lei Yu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Recurrent Neural Network Based Anomaly Detection
- Publication number 20220207137
- Publication date Jun 30, 2022
- International Business Machines Corporation
- Heqing Huang
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Spatiotemporal Deep Learning for Behavioral Biometrics
- Publication number 20220188390
- Publication date Jun 16, 2022
- International Business Machines Corporation
- Taesung Lee
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Adaptive robustness certification against adversarial examples
- Publication number 20220180172
- Publication date Jun 9, 2022
- International Business Machines Corporation
- Kevin Eykholt
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Constraining neural networks for robustness through alternative enc...
- Publication number 20220180157
- Publication date Jun 9, 2022
- International Business Machines Corporation
- Kevin Eykholt
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Dynamic Gradient Deception Against Adversarial Examples in Machine...
- Publication number 20220180242
- Publication date Jun 9, 2022
- International Business Machines Corporation
- Taesung Lee
- 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
Neural Network Robustness through Obfuscation
- Publication number 20220100847
- Publication date Mar 31, 2022
- International Business Machines Corporation
- Mark Wegman
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Using multimodal model consistency to detect adversarial attacks
- Publication number 20210319093
- Publication date Oct 14, 2021
- International Business Machines Corporation
- Ian Michael Molloy
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Measuring Overfitting of Machine Learning Computer Model and Suscep...
- Publication number 20210303695
- Publication date Sep 30, 2021
- International Business Machines Corporation
- Kathrin Grosse
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Protecting Cognitive Systems from Model Stealing Attacks
- Publication number 20210303703
- Publication date Sep 30, 2021
- International Business Machines Corporation
- Taesung Lee
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Training Diverse and Robust Ensembles of Artificial Intelligence Co...
- Publication number 20210287141
- Publication date Sep 16, 2021
- International Business Machines Corporation
- Ian Michael Molloy
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
CROSS-SUBJECT MODEL-GENERATED TRAINING DATA FOR RELATION EXTRACTION...
- Publication number 20200320171
- Publication date Oct 8, 2020
- International Business Machines Corporation
- Youngja Park
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Recurrent Neural Network Based Anomaly Detection
- Publication number 20200293653
- Publication date Sep 17, 2020
- International Business Machines Corporation
- Heqing Huang
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Cognitive Mechanism for Social Engineering Communication Identifica...
- Publication number 20200234109
- Publication date Jul 23, 2020
- International Business Machines Corporation
- Taesung Lee
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Two-Level Sequence Learning for Analyzing, Metering, Generating, an...
- Publication number 20200186516
- Publication date Jun 11, 2020
- International Business Machines Corporation
- Suresh Chari
- 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
Deep Embedding for Natural Language Content Based on Semantic Depen...
- Publication number 20190370337
- Publication date Dec 5, 2019
- International Business Machines Corporation
- Taesung Lee
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Using Gradients to Detect Backdoors in Neural Networks
- Publication number 20190318099
- Publication date Oct 17, 2019
- International Business Machines Corporation
- Wilka Carvalho
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
JOINTLY DISCOVERING USER ROLES AND DATA CLUSTERS USING BOTH ACCESS...
- Publication number 20190199731
- Publication date Jun 27, 2019
- International Business Machines Corporation
- Youngja Park
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Deep Neural Network Hardening Framework
- Publication number 20190188562
- Publication date Jun 20, 2019
- International Business Machines Corporation
- Benjamin J. Edwards
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Adversarial Learning of Privacy Protection Layers for Image Recogni...
- Publication number 20190188830
- Publication date Jun 20, 2019
- International Business Machines Corporation
- Benjamin J. Edwards
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Protecting Cognitive Systems from Gradient Based Attacks through th...
- Publication number 20190130110
- Publication date May 2, 2019
- International Business Machines Corporation
- Taesung Lee
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Deep Learning for Targeted Password Generation with Cognitive User...
- Publication number 20190121953
- Publication date Apr 25, 2019
- International Business Machines Corporation
- Suresh N. Chari
- H04 - ELECTRIC COMMUNICATION TECHNIQUE
Information Patent Application
Protecting Cognitive Systems from Model Stealing Attacks
- Publication number 20190095629
- Publication date Mar 28, 2019
- International Business Machines Corporation
- Taesung Lee
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Malware Clustering Approaches Based on Cognitive Computing Techniques
- Publication number 20190044964
- Publication date Feb 7, 2019
- International Business Machines Corporation
- Suresh Chari
- G06 - COMPUTING CALCULATING COUNTING

Taesung Lee

Person

Patents Grantslast 30 patents

Dynamic gradient deception against adversarial examples in machine...

Adversarial interpolation backdoor detection

Spatiotemporal deep learning for behavioral biometrics

Using multimodal model consistency to detect adversarial attacks

Protecting cognitive systems from model stealing attacks

Constraining neural networks for robustness through alternative enc...

Training diverse and robust ensembles of artificial intelligence co...

Recurrent neural network based anomaly detection

Using multimodal model consistency to detect adversarial attacks

Measuring overfitting of machine learning computer model and suscep...

Deep neural network hardening framework

Recurrent neural network based anomaly detection

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

Deep embedding for natural language content based on semantic depen...

Two-level sequence learning for analyzing, metering, generating, an...

Malware clustering approaches based on cognitive computing techniques

Using gradients to detect backdoors in neural networks

Cross-subject model-generated training data for relation extraction...

Protecting cognitive systems from model stealing attacks

Jointly discovering user roles and data clusters using both access...

Protecting cognitive systems from gradient based attacks through th...

Two-level sequence learning for analyzing, metering, generating, an...

Deep learning for targeted password generation with cognitive user...

Adversarial learning of privacy protection layers for image recogni...

Deep embedding for natural language content based on semantic depen...

Clustering for detection of anomalous behavior and insider threat

Patents Applicationslast 30 patents

REALISTIC SAFETY VERIFICATION FOR DEEP REINFORCEMENT LEARNING

TRAINING A BIDIRECTIONAL ENCODER REPRESENTATIONS FROM TRANSFORMERS...

USING MULTIMODAL MODEL CONSISTENCY TO DETECT ADVERSARIAL ATTACKS

GRAPH EXPLORATION FRAMEWORK FOR ADVERSARIAL EXAMPLE GENERATION

Federated Learning with Dataset Sketch Commitment Based Malicious P...

Recurrent Neural Network Based Anomaly Detection

Spatiotemporal Deep Learning for Behavioral Biometrics

Adaptive robustness certification against adversarial examples

Constraining neural networks for robustness through alternative enc...

Dynamic Gradient Deception Against Adversarial Examples in Machine...

ADVERSARIAL INTERPOLATION BACKDOOR DETECTION

Neural Network Robustness through Obfuscation

Using multimodal model consistency to detect adversarial attacks

Measuring Overfitting of Machine Learning Computer Model and Suscep...

Protecting Cognitive Systems from Model Stealing Attacks

Training Diverse and Robust Ensembles of Artificial Intelligence Co...

CROSS-SUBJECT MODEL-GENERATED TRAINING DATA FOR RELATION EXTRACTION...

Recurrent Neural Network Based Anomaly Detection

Cognitive Mechanism for Social Engineering Communication Identifica...

Two-Level Sequence Learning for Analyzing, Metering, Generating, an...

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

Deep Embedding for Natural Language Content Based on Semantic Depen...

Using Gradients to Detect Backdoors in Neural Networks

JOINTLY DISCOVERING USER ROLES AND DATA CLUSTERS USING BOTH ACCESS...

Deep Neural Network Hardening Framework

Adversarial Learning of Privacy Protection Layers for Image Recogni...

Protecting Cognitive Systems from Gradient Based Attacks through th...

Deep Learning for Targeted Password Generation with Cognitive User...

Protecting Cognitive Systems from Model Stealing Attacks

Malware Clustering Approaches Based on Cognitive Computing Techniques