Cybersecurity

Confidence Is All You Need for MI Attacks (Student Abstract) AAAI 2024 CTIBench: A Benchmark for Evaluating LLMs in Cyber Threat Intelligence NeurIPS 2024 Diffusion Models Meet Image Counter-Forensics WACV 2024 Direct Unlearning Optimization for Robust and Safe Text-to-Image Models NeurIPS 2024 DSig: Breaking the Barrier of Signatures in Data Centers OSDI 2024 Dynamic Byzantine-Robust Learning: Adapting to Switching Byzantine Workers ICML 2024 Dynamicity-aware Social Bot Detection with Dynamic Graph Transformers IJCAI 2024 EditGuard: Versatile Image Watermarking for Tamper Localization and Copyright Protection CVPR 2024 Energy-based Backdoor Defense without Task-Specific Samples and Model Retraining ICML 2024 Find the Lady: Permutation and Re-synchronization of Deep Neural Networks AAAI 2024 GroupCover: A Secure, Efficient and Scalable Inference Framework for On-device Model Protection based on TEEs ICML 2024 Holographic Global Convolutional Networks for Long-Range Prediction Tasks in Malware Detection AISTATS 2024 Invisible Backdoor Attack against 3D Point Cloud Classifier in Graph Spectral Domain AAAI 2024 Is Function Similarity Over-Engineered? Building a Benchmark NeurIPS 2024 Learning Plaintext-Ciphertext Cryptographic Problems via ANF-based SAT Instance Representation NeurIPS 2024 Limited Query Graph Connectivity Test AAAI 2024 LoRA-Guard: Parameter-Efficient Guardrail Adaptation for Content Moderation of Large Language Models EMNLP 2024 Low-Cost High-Power Membership Inference Attacks ICML 2024 MALT Powers Up Adversarial Attacks NeurIPS 2024 Mitigating Backdoor Attack by Injecting Proactive Defensive Backdoor NeurIPS 2024 Multispectral Imaging for Differential Face Morphing Attack Detection: A Preliminary Study WACV 2024 Neural Cover Selection for Image Steganography NeurIPS 2024 NYU CTF Bench: A Scalable Open-Source Benchmark Dataset for Evaluating LLMs in Offensive Security NeurIPS 2024 On the (In)feasibility of ML Backdoor Detection as an Hypothesis Testing Problem AISTATS 2024 PetKaz at SemEval-2024 Task 8: Can Linguistics Capture the Specifics of LLM-generated Text? SemEval 2024