Backdoor Secrets Unveiled: Identifying Backdoor Data with Optimized Scaled Prediction Consistency
Authors: Soumyadeep Pal, Yuguang Yao, Ren Wang, Bingquan Shen, Sijia Liu | Published: 2024-03-15
A Survey of Source Code Representations for Machine Learning-Based Cybersecurity Tasks
Authors: Beatrice Casey, Joanna C. S. Santos, George Perry | Published: 2024-03-15
SocialGenPod: Privacy-Friendly Generative AI Social Web Applications with Decentralised Personal Data Stores
Authors: Vidminas Vizgirda, Rui Zhao, Naman Goel | Published: 2024-03-15
Conformal Predictions for Probabilistically Robust Scalable Machine Learning Classification
Authors: Alberto Carlevaro, Teodoro Alamo Cantarero, Fabrizio Dabbene, Maurizio Mongelli | Published: 2024-03-15
NetBench: A Large-Scale and Comprehensive Network Traffic Benchmark Dataset for Foundation Models
Authors: Chen Qian, Xiaochang Li, Qineng Wang, Gang Zhou, Huajie Shao | Published: 2024-03-15 | Updated: 2024-03-19
Interactive Trimming against Evasive Online Data Manipulation Attacks: A Game-Theoretic Approach
Authors: Yue Fu, Qingqing Ye, Rong Du, Haibo Hu | Published: 2024-03-15
Securing Federated Learning with Control-Flow Attestation: A Novel Framework for Enhanced Integrity and Resilience against Adversarial Attacks
Authors: Zahir Alsulaimawi | Published: 2024-03-15
Symbiotic Game and Foundation Models for Cyber Deception Operations in Strategic Cyber Warfare
Authors: Tao Li, Quanyan Zhu | Published: 2024-03-14 | Updated: 2024-08-19
Helpful or Harmful? Exploring the Efficacy of Large Language Models for Online Grooming Prevention
Authors: Ellie Prosser, Matthew Edwards | Published: 2024-03-14
AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting
Authors: Yu Wang, Xiaogeng Liu, Yu Li, Muhao Chen, Chaowei Xiao | Published: 2024-03-14