Mitigating Malicious Attacks in Federated Learning via Confidence-aware Defense
Authors: Qilei Li, Ahmed M. Abdelmoniem | Published: 2024-08-05 | Updated: 2024-08-16
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Can Reinforcement Learning Unlock the Hidden Dangers in Aligned Large Language Models?
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Practical Attacks against Black-box Code Completion Engines
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Why Are My Prompts Leaked? Unraveling Prompt Extraction Threats in Customized Large Language Models
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From Generalist to Specialist: Exploring CWE-Specific Vulnerability Detection
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Quantum Clustering for Cybersecurity
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A Lean Transformer Model for Dynamic Malware Analysis and Detection
Authors: Tony Quertier, Benjamin Marais, Grégoire Barrué, Stéphane Morucci, Sévan Azé, Sébastien Salladin | Published: 2024-08-05
On the Robustness of Malware Detectors to Adversarial Samples
Authors: Muhammad Salman, Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Muhammad Ikram, Sidharth Kaushik, Mohamed Ali Kaafar | Published: 2024-08-05
Model Hijacking Attack in Federated Learning
Authors: Zheng Li, Siyuan Wu, Ruichuan Chen, Paarijaat Aditya, Istemi Ekin Akkus, Manohar Vanga, Min Zhang, Hao Li, Yang Zhang | Published: 2024-08-04
PromptSAM+: Malware Detection based on Prompt Segment Anything Model
Authors: Xingyuan Wei, Yichen Liu, Ce Li, Ning Li, Degang Sun, Yan Wang | Published: 2024-08-04