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Adversarial Learning

2063 directly classified papers

Papers per year

Papers

UnSeg: One Universal Unlearnable Example Generator is Enough against All Image Segmentation NIPS 2024
Coarse-to-Fine Generative Model for Oracle Bone Inscriptions Inpainting ACL 2024
AgentDojo: A Dynamic Environment to Evaluate Prompt Injection Attacks and Defenses for LLM Agents NIPS 2024
Prior Knowledge-Guided Adversarial Training ACL 2024
Know Thine Enemy: Adaptive Attacks on Misinformation Detection Using Reinforcement Learning ACL 2024
On the Convergence of an Adaptive Momentum Method for Adversarial Attacks AAAI 2024
Accelerating Adversarially Robust Model Selection for Deep Neural Networks via Racing AAAI 2024
Play Guessing Game with LLM: Indirect Jailbreak Attack with Implicit Clues ACL 2024
Generating Universal Adversarial Perturbations for Quantum Classifiers AAAI 2024
Towards Large Certified Radius in Randomized Smoothing Using Quasiconcave Optimization AAAI 2024
A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models ACL 2024
Emulated Disalignment: Safety Alignment for Large Language Models May Backfire! ACL 2024
ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs ACL 2024
Vulnerabilities of Large Language Models to Adversarial Attacks ACL 2024
EncryIP: A Practical Encryption-Based Framework for Model Intellectual Property Protection AAAI 2024
Evaluating the Validity of Word-level Adversarial Attacks with Large Language Models ACL 2024
CR-UTP: Certified Robustness against Universal Text Perturbations on Large Language Models ACL 2024
DiffHammer: Rethinking the Robustness of Diffusion-Based Adversarial Purification NIPS 2024
Enhancing Job Recommendation through LLM-Based Generative Adversarial Networks AAAI 2024
Trap-MID: Trapdoor-based Defense against Model Inversion Attacks NIPS 2024
DifAttack: Query-Efficient Black-Box Adversarial Attack via Disentangled Feature Space AAAI 2024
Transferable Adversarial Attacks on SAM and Its Downstream Models NIPS 2024
DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLMs Jailbreakers EMNLP 2024
Toward More Generalized Malicious URL Detection Models AAAI 2024
Dual Encoder GAN Inversion for High-Fidelity 3D Head Reconstruction from Single Images NIPS 2024