Learn What You Want to Unlearn: Unlearning Inversion Attacks against Machine Unlearning
Authors: Hongsheng Hu, Shuo Wang, Tian Dong, Minhui Xue | Published: 2024-04-04
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Accurate Low-Degree Polynomial Approximation of Non-polynomial Operators for Fast Private Inference in Homomorphic Encryption
Authors: Jianming Tong, Jingtian Dang, Anupam Golder, Callie Hao, Arijit Raychowdhury, Tushar Krishna | Published: 2024-04-04 | Updated: 2024-05-07
Goldfish: An Efficient Federated Unlearning Framework
Authors: Houzhe Wang, Xiaojie Zhu, Chi Chen, Paulo Esteves-Veríssimo | Published: 2024-04-04 | Updated: 2024-04-23
“Are Adversarial Phishing Webpages a Threat in Reality?” Understanding the Users’ Perception of Adversarial Webpages
Authors: Ying Yuan, Qingying Hao, Giovanni Apruzzese, Mauro Conti, Gang Wang | Published: 2024-04-03
LightFAt: Mitigating Control-flow Explosion via Lightweight PMU-based Control-flow Attestation
Authors: Jeferson Gonzalez-Gomez, Hassan Nassar, Lars Bauer, Jorg Henkel | Published: 2024-04-03 | Updated: 2024-04-04
Designing a Photonic Physically Unclonable Function Having Resilience to Machine Learning Attacks
Authors: Elena R. Henderson, Jessie M. Henderson, Hiva Shahoei, William V. Oxford, Eric C. Larson, Duncan L. MacFarlane, Mitchell A. Thornton | Published: 2024-04-03
Exploring Backdoor Vulnerabilities of Chat Models
Authors: Yunzhuo Hao, Wenkai Yang, Yankai Lin | Published: 2024-04-03
Obfuscated Malware Detection: Investigating Real-world Scenarios through Memory Analysis
Authors: S M Rakib Hasan, Aakar Dhakal | Published: 2024-04-03
Generative AI-Based Effective Malware Detection for Embedded Computing Systems
Authors: Sreenitha Kasarapu, Sanket Shukla, Rakibul Hassan, Avesta Sasan, Houman Homayoun, Sai Manoj Pudukotai Dinakarrao | Published: 2024-04-02 | Updated: 2024-04-12
Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks
Authors: Maksym Andriushchenko, Francesco Croce, Nicolas Flammarion | Published: 2024-04-02 | Updated: 2024-10-07