Robust Physical-World Attacks on Deep Learning Visual Classification
Eykholt, Kevin, Evtimov, Ivan, Fernandes, Earlence, Li, Bo, Rahmati, Amir, Xiao, Chaowei, Prakash, Atul, Kohno, Tadayoshi, Song, Dawn
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
Published in 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition (01.06.2018)
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Conference Proceeding
Tyche: A Risk-Based Permission Model for Smart Homes
Rahmati, Amir, Fernandes, Earlence, Eykholt, Kevin, Prakash, Atul
Published in 2018 IEEE Cybersecurity Development (SecDev) (01.09.2018)
Published in 2018 IEEE Cybersecurity Development (SecDev) (01.09.2018)
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Conference Proceeding
Ares: A System-Oriented Wargame Framework for Adversarial ML
Ahmed, Farhan, Vaishnavi, Pratik, Eykholt, Kevin, Rahmati, Amir
Published in 2022 IEEE Security and Privacy Workshops (SPW) (01.05.2022)
Published in 2022 IEEE Security and Privacy Workshops (SPW) (01.05.2022)
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Conference Proceeding
URET: Universal Robustness Evaluation Toolkit (for Evasion)
Eykholt, Kevin, Lee, Taesung, Schales, Douglas, Jang, Jiyong, Molloy, Ian, Zorin, Masha
Year of Publication 03.08.2023
Year of Publication 03.08.2023
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Journal Article
Benchmarking the Effect of Poisoning Defenses on the Security and Bias of Deep Learning Models
Baracaldo, Nathalie, Ahmed, Farhan, Eykholt, Kevin, Zhou, Yi, Priya, Shriti, Lee, Taesung, Kadhe, Swanand, Tan, Mike, Polavaram, Sridevi, Suggs, Sterling, Gao, Yuyang, Slater, David
Published in 2023 IEEE Security and Privacy Workshops (SPW) (01.05.2023)
Published in 2023 IEEE Security and Privacy Workshops (SPW) (01.05.2023)
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Conference Proceeding
Separation of Powers in Federated Learning
Cheng, Pau-Chen, Eykholt, Kevin, Gu, Zhongshu, Jamjoom, Hani, Jayaram, K. R, Valdez, Enriquillo, Verma, Ashish
Year of Publication 19.05.2021
Year of Publication 19.05.2021
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Journal Article