Cybersecurity

Benchmarking LLMs and LLM-based Agents in Practical Vulnerability Detection for Code Repositories ACL 2025 Beyond Text-to-SQL for IoT Defense: A Comprehensive Framework for Querying and Classifying IoT Threats NAACL 2025 BinMetric: A Comprehensive Binary Code Analysis Benchmark for Large Language Models IJCAI 2025 BitAbuse: A Dataset of Visually Perturbed Texts for Defending Phishing Attacks NAACL 2025 BotSim: LLM-Powered Malicious Social Botnet Simulation AAAI 2025 Building Bridges: Safe Interactions with Foreign Languages through Omniglot OSDI 2025 Building Safe GenAI Applications: An End-to-End Overview of Red Teaming for Large Language Models NAACL 2025 Bypassing LLM Guardrails: An Empirical Analysis of Evasion Attacks against Prompt Injection and Jailbreak Detection Systems ACL 2025 Can Indirect Prompt Injection Attacks Be Detected and Removed? ACL 2025 Can LLMs Obfuscate Code? A Systematic Analysis of Large Language Models into Assembly Code Obfuscation AAAI 2025 Can You Really Trust Code Copilot? Evaluating Large Language Models from a Code Security Perspective ACL 2025 CATO: End-to-End Optimization of ML-Based Traffic Analysis Pipelines NSDI 2025 CAVGAN: Unifying Jailbreak and Defense of LLMs via Generative Adversarial Attacks on their Internal Representations ACL 2025 CLEP: A Novel Contrastive Learning Method for Evolutionary Reentrancy Vulnerability Detection AAAI 2025 CLeVeR: Multi-modal Contrastive Learning for Vulnerability Code Representation ACL 2025 CLNX: Bridging Code and Natural Language for C/C++ Vulnerability-Contributing Commits Identification AAAI 2025 Confidential Guardian: Cryptographically Prohibiting the Abuse of Model Abstention ICML 2025 Corpus Poisoning via Approximate Greedy Gradient Descent ACL 2025 Crossfire: An Elastic Defense Framework for Graph Neural Networks Under Bit Flip Attacks AAAI 2025 Dataset of News Articles with Provenance Metadata for Media Relevance Assessment ACL 2025 DCT-Shield: A Robust Frequency Domain Defense against Malicious Image Editing ICCV 2025 DemonAgent: Dynamically Encrypted Multi-Backdoor Implantation Attack on LLM-based Agent EMNLP 2025 Detecting Sockpuppetry on Wikipedia Using Meta-Learning ACL 2025 Dual-Channel Interactive Graph Transformer for Traffic Classification with Message-Aware Flow Representation AAAI 2025 Efficient and Separate Authentication Image Steganography Network ICML 2025