Stealing the Invisible: Unveiling Pre-Trained CNN Models through Adversarial Examples and Timing Side-Channels
Authors: Shubhi Shukla, Manaar Alam, Pabitra Mitra, Debdeep Mukhopadhyay | Published: 2024-02-19
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An Empirical Evaluation of LLMs for Solving Offensive Security Challenges
Authors: Minghao Shao, Boyuan Chen, Sofija Jancheska, Brendan Dolan-Gavitt, Siddharth Garg, Ramesh Karri, Muhammad Shafique | Published: 2024-02-19
SPML: A DSL for Defending Language Models Against Prompt Attacks
Authors: Reshabh K Sharma, Vinayak Gupta, Dan Grossman | Published: 2024-02-19
Evaluating Efficacy of Model Stealing Attacks and Defenses on Quantum Neural Networks
Authors: Satwik Kundu, Debarshi Kundu, Swaroop Ghosh | Published: 2024-02-18
MLSTL-WSN: Machine Learning-based Intrusion Detection using SMOTETomek in WSNs
Authors: Md. Alamin Talukder, Selina Sharmin, Md Ashraf Uddin, Md Manowarul Islam, Sunil Aryal | Published: 2024-02-17 | Updated: 2024-02-22
Enhancing Security in Blockchain Networks: Anomalies, Frauds, and Advanced Detection Techniques
Authors: Joerg Osterrieder, Stephen Chan, Jeffrey Chu, Yuanyuan Zhang, Branka Hadji Misheva, Codruta Mare | Published: 2024-02-17
On the Role of Similarity in Detecting Masquerading Files
Authors: Jonathan Oliver, Jue Mo, Susmit Yenkar, Raghav Batta, Sekhar Josyoula | Published: 2024-02-17
Neural Networks with (Low-Precision) Polynomial Approximations: New Insights and Techniques for Accuracy Improvement
Authors: Chi Zhang, Jingjing Fan, Man Ho Au, Siu Ming Yiu | Published: 2024-02-17 | Updated: 2024-06-07
DART: A Principled Approach to Adversarially Robust Unsupervised Domain Adaptation
Authors: Yunjuan Wang, Hussein Hazimeh, Natalia Ponomareva, Alexey Kurakin, Ibrahim Hammoud, Raman Arora | Published: 2024-02-16
Private PAC Learning May be Harder than Online Learning
Authors: Mark Bun, Aloni Cohen, Rathin Desai | Published: 2024-02-16