Model Tampering Attacks Enable More Rigorous Evaluations of LLM Capabilities

Authors: Che, Zora, Casper, Stephen, Kirk, Robert, Satheesh, Anirudh, Slocum, Stewart, McKinney, Lev E, Gandikota, Rohit, Ewart, Aidan, Rosati, Domenic, Wu, Zichu, Cai, Zikui, Chughtai, Bilal, Gal, Yarin, Huang, Furong, Hadfield-Menell, Dylan

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2502.05209

Unlearning Targeted Information via Single Layer Unlearning Gradient

Authors: Cai, Zikui, Tan, Yaoteng, Asif, M. Salman

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2407.11867

Transform-Dependent Adversarial Attacks

Authors: Tan, Yaoteng, Cai, Zikui, Asif, M. Salman

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2406.08443

Cross-Modal Safety Alignment: Is textual unlearning all you need?

Authors: Chakraborty, Trishna, Shayegani, Erfan, Cai, Zikui, Abu-Ghazaleh, Nael, Asif, M. Salman, Dong, Yue, Roy-Chowdhury, Amit K., Song, Chengyu

Subject Terms: Computer Science - Computation and Language, Computer Science - Cryptography and Security, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2406.02575

Ensemble-based Blackbox Attacks on Dense Prediction

Authors: Cai, Zikui, Tan, Yaoteng, Asif, M. Salman

Source: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) CVPR Computer Vision and Pattern Recognition (CVPR), 2023 IEEE/CVF Conference on. :4045-4055 Jun, 2023

Relation: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Zero-Query Transfer Attacks on Context-Aware Object Detectors

Authors: Cai, Zikui, Rane, Shantanu, Brito, Alejandro E., Song, Chengyu, Krishnamurthy, Srikanth V., Roy-Chowdhury, Amit K., Asif, M. Salman

Source: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) CVPR Computer Vision and Pattern Recognition (CVPR), 2022 IEEE/CVF Conference on. :15004-15014 Jun, 2022

Relation: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Exploiting Multi-Object Relationships for Detecting Adversarial Attacks in Complex Scenes

Authors: Yin, Mingjun, Li, Shasha, Cai, Zikui, Song, Chengyu, Asif, M. Salman, Roy-Chowdhury, Amit K., Krishnamurthy, Srikanth V.

Source: 2021 IEEE/CVF International Conference on Computer Vision (ICCV) ICCV Computer Vision (ICCV), 2021 IEEE/CVF International Conference on. :7838-7847 Oct, 2021

Relation: 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Disguise without Disruption: Utility-Preserving Face De-Identification

Authors: Cai, Zikui, Gao, Zhongpai, Planche, Benjamin, Zheng, Meng, Chen, Terrence, Asif, M. Salman, Wu, Ziyan

Source: Proceedings of the AAAI Conference on Artificial Intelligence, 38(1), 2024

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2303.13269

Data-Driven Illumination Patterns For Coded Diffraction Imaging

Authors: Cai, Zikui, Hyder, Rakib, Asif, M. Salman

Source: 2021 IEEE International Conference on Image Processing (ICIP) Image Processing (ICIP), 2021 IEEE International Conference on. :2818-2822 Sep, 2021

Relation: 2021 IEEE International Conference on Image Processing (ICIP)

Blackbox Attacks via Surrogate Ensemble Search

Authors: Cai, Zikui, Song, Chengyu, Krishnamurthy, Srikanth, Roy-Chowdhury, Amit, Asif, M. Salman

Source: NeurIPS 2022

Subject Terms: Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2208.03610

Context-Aware Transfer Attacks for Object Detection

Authors: Cai, Zikui, Xie, Xinxin, Li, Shasha, Yin, Mingjun, Song, Chengyu, Krishnamurthy, Srikanth V., Roy-Chowdhury, Amit K., Asif, M. Salman

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2112.03223

Solving Phase Retrieval with a Learned Reference

Authors: Hyder, Rakib, Cai, Zikui, Asif, M. Salman

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2007.14621

Learning Illumination Patterns for Coded Diffraction Phase Retrieval

Authors: Cai, Zikui, Hyder, Rakib, Asif, M. Salman

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing

Access URL: http://arxiv.org/abs/2006.04199

Learning to Sense for Coded Diffraction Imaging.

Authors: Hyder, Rakib¹ (AUTHOR), Cai, Zikui¹ (AUTHOR), Asif, M. Salman¹ (AUTHOR) sasif@ucr.edu

Source: Sensors (14248220). Dec2022, Vol. 22 Issue 24, p9964. 15p.

Subject Terms: *OVERHEAD costs, *IMAGE reconstruction