Army of Thieves: Enhancing Black-Box Model Extraction via Ensemble based sample selection
Authors: Akshit Jindal, Vikram Goyal, Saket Anand, Chetan Arora | Published: 2023-11-08
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CompactTag: Minimizing Computation Overheads in Actively-Secure MPC for Deep Neural Networks
Authors: Yongqin Wang, Pratik Sarkar, Nishat Koti, Arpita Patra, Murali Annavaram | Published: 2023-11-08
Stepping out of Flatland: Discovering Behavior Patterns as Topological Structures in Cyber Hypergraphs
Authors: Helen Jenne, Sinan G. Aksoy, Daniel Best, Alyson Bittner, Gregory Henselman-Petrusek, Cliff Joslyn, Bill Kay, Audun Myers, Garret Seppala, Jackson Warley, Stephen J. Young, Emilie Purvine | Published: 2023-11-08
Enhancing Malware Detection by Integrating Machine Learning with Cuckoo Sandbox
Authors: Amaal F. Alshmarni, Mohammed A. Alliheedi | Published: 2023-11-07
Identifying and Mitigating Vulnerabilities in LLM-Integrated Applications
Authors: Fengqing Jiang, Zhangchen Xu, Luyao Niu, Boxin Wang, Jinyuan Jia, Bo Li, Radha Poovendran | Published: 2023-11-07 | Updated: 2023-11-29
Quantization-aware Neural Architectural Search for Intrusion Detection
Authors: Rabin Yu Acharya, Laurens Le Jeune, Nele Mentens, Fatemeh Ganji, Domenic Forte | Published: 2023-11-07 | Updated: 2024-03-02
Input Reconstruction Attack against Vertical Federated Large Language Models
Authors: Fei Zheng | Published: 2023-11-07 | Updated: 2023-11-24
SoK: Memorisation in machine learning
Authors: Dmitrii Usynin, Moritz Knolle, Georgios Kaissis | Published: 2023-11-06
ELEGANT: Certified Defense on the Fairness of Graph Neural Networks
Authors: Yushun Dong, Binchi Zhang, Hanghang Tong, Jundong Li | Published: 2023-11-05
Security Challenges in Autonomous Systems Design
Authors: Mohammad Hamad, Sebastian Steinhorst | Published: 2023-11-05 | Updated: 2023-12-04