sail-sg / closer-look-LLM-unlearning

Related projects ⓘ

Alternatives and complementary repositories for closer-look-LLM-unlearning

• swj0419 / muse_bench
  ☆16Updated 4 months ago
• OPTML-Group / SOUL
  Official repo for EMNLP'24 paper "SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning"
  ☆14Updated last month
• licong-lin / negative-preference-optimization
  ☆36Updated 4 months ago
• sail-sg / P-DoS
  [ArXiv 2024] Denial-of-Service Poisoning Attacks on Large Language Models
  ☆14Updated last month
• RylanSchaeffer / AstraFellowship-When-Do-VLM-Image-Jailbreaks-Transfer
  Code for Arxiv When Do Universal Image Jailbreaks Transfer Between Vision-Language Models?
  ☆15Updated this week
• inspire-group / DP-RandP
  [NeurIPS 2023] Differentially Private Image Classification by Learning Priors from Random Processes
  ☆11Updated last year
• Unispac / shallow-vs-deep-alignment
  Official Repository for The Paper: Safety Alignment Should Be Made More Than Just a Few Tokens Deep
  ☆28Updated 4 months ago
• SORRY-Bench / sorry-bench
  SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal Behaviors
  ☆34Updated 4 months ago
• sail-sg / I-FSJ
  Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)
  ☆48Updated 3 months ago
• ethz-spylab / rlhf-poisoning
  Code for paper "Universal Jailbreak Backdoors from Poisoned Human Feedback"
  ☆41Updated 7 months ago
• ys-zong / VLGuard
  [ICML 2024] Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models.
  ☆45Updated 3 months ago
• git-disl / Vaccine
  This is the official code for the paper "Vaccine: Perturbation-aware Alignment for Large Language Models" (NeurIPS2024)
  ☆19Updated this week
• yaojin17 / Unlearning_LLM
  [ACL 2024] Code and data for "Machine Unlearning of Pre-trained Large Language Models"
  ☆47Updated last month
• renqibing / CodeAttack
  [ACL 2024] CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion
  ☆29Updated 3 weeks ago
• yuplin2333 / representation-space-jailbreak
  Code repo of our paper Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis (https://arxiv.org/abs/2406.10794…
  ☆12Updated 3 months ago
• NY1024 / BAP-Jailbreak-Vision-Language-Models-via-Bi-Modal-Adversarial-Prompt
  ☆24Updated 5 months ago
• princeton-nlp / benign-data-breaks-safety
  ☆21Updated last month
• thu-coai / JailbreakDefense_GoalPriority
  [ACL 2024] Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization
  ☆13Updated 4 months ago
• ChenWu98 / agent-attack
  [Arxiv 2024] Adversarial attacks on multimodal agents
  ☆40Updated 4 months ago
• chiayi-hsu / Ring-A-Bell
  ☆19Updated 3 weeks ago
• neelsjain / baseline-defenses
  Official Code for "Baseline Defenses for Adversarial Attacks Against Aligned Language Models"
  ☆20Updated last year
• lapisrocks / rpo
  Official repository for "Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks"
  ☆43Updated 3 months ago
• thunxxx / MLLM-Jailbreak-evaluation-MMJ-Bench
  ☆22Updated 2 weeks ago
• umd-huang-lab / VLM-Poisoning
  Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"
  ☆28Updated last month
• vfleaking / PTST
  Code for safety test in "Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates"
  ☆17Updated 8 months ago
• jinzhuoran / RWKU
  RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. NeurIPS 2024
  ☆62Updated last month
• nik-dim / tall_masks
  Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]
  ☆36Updated 3 weeks ago
• YitingQu / unsafe-diffusion
  ☆26Updated 4 months ago
• EddyLuo1232 / JailBreakV_28K
  JailBreakV-28K: A comprehensive benchmark designed to evaluate the transferability of LLM jailbreak attacks to MLLMs, and further assess …
  ☆35Updated 4 months ago
• BrachioLab / adversarial_prompting
  ☆53Updated last year