NeurIPS 2024 Workshop Red Teaming GenAI Submissions

Diverse and Effective Red Teaming with Auto-generated Rewards and Multi-step Reinforcement Learning
Alex Beutel, Kai Yuanqing Xiao, Johannes Heidecke, Lilian Weng
- Published: 09 Oct 2024, Last Modified: 03 Jan 2025
- Red Teaming GenAI Workshop @ NeurIPS'24 Poster
- Readers: Everyone
Algorithmic Oversight for Deceptive Reasoning
Ege Onur Taga, Mingchen Li, Yongqi Chen, Samet Oymak
- Published: 09 Oct 2024, Last Modified: 03 Jan 2025
- Red Teaming GenAI Workshop @ NeurIPS'24 Poster
- Readers: Everyone
Steganography in Large Language Models: Investigating Emergence and Mitigations
Yohan Mathew, Robert McCarthy, Ollie Matthews, Joan Velja, Nandi Schoots, Dylan Cope
- Published: 09 Oct 2024, Last Modified: 03 Jan 2025
- Red Teaming GenAI Workshop @ NeurIPS'24 Poster
- Readers: Everyone
Forget to Flourish: Leveraging Machine-Unlearning on Pretrained Language Models for Privacy Leakage
Md Rafi Ur Rashid, Jing Liu, Toshiaki Koike-Akino, Shagufta Mehnaz, Ye Wang
- Published: 09 Oct 2024, Last Modified: 03 Jan 2025
- Red Teaming GenAI Workshop @ NeurIPS'24 Poster
- Readers: Everyone
iART - Imitation guided Automated Red Teaming
Sajad Mousavi, Desik Rengarajan, Ashwin Ramesh Babu, Vineet Gundecha, Avisek Naug, Sahand Ghorbanpour, Ricardo Luna Gutierrez, Antonio Guillen, Paolo Faraboschi, Soumyendu Sarkar
- Published: 09 Oct 2024, Last Modified: 03 Jan 2025
- Red Teaming GenAI Workshop @ NeurIPS'24 Oral
- Readers: Everyone
Code-Switching Red-Teaming: LLM Evaluation for Safety and Multilingual Understanding
Haneul Yoo, Yongjin Yang, Hwaran Lee
- Published: 09 Oct 2024, Last Modified: 03 Jan 2025
- Red Teaming GenAI Workshop @ NeurIPS'24 Poster
- Readers: Everyone
CopyBench: Measuring Literal and Non-Literal Reproduction of Copyright-Protected Text in Language Model Generation
Tong Chen, Akari Asai, Niloofar Mireshghallah, Sewon Min, James Grimmelmann, Yejin Choi, Hannaneh Hajishirzi, Luke Zettlemoyer, Pang Wei Koh
- Published: 09 Oct 2024, Last Modified: 03 Jan 2025
- Red Teaming GenAI Workshop @ NeurIPS'24 Poster
- Readers: Everyone
Learning Diverse Attacks on Large Language Models for Robust Red-Teaming and Safety Tuning
Seanie Lee, Minsu Kim, Lynn Cherif, David Dobre, Juho Lee, Sung Ju Hwang, Kenji Kawaguchi, Gauthier Gidel, Yoshua Bengio, Nikolay Malkin, Moksh Jain
- Published: 09 Oct 2024, Last Modified: 03 Jan 2025
- Red Teaming GenAI Workshop @ NeurIPS'24 Poster
- Readers: Everyone
SAGE-RT: Synthetic Alignment data Generation for Safety Evaluation and Red Teaming
Anurakt Kumar, Divyanshu Kumar, Jatan Loya, Nitin Aravind Birur, Tanay Baswa, Sahil Agarwal, Prashanth Harshangi
- Published: 09 Oct 2024, Last Modified: 03 Jan 2025
- Red Teaming GenAI Workshop @ NeurIPS'24 Poster
- Readers: Everyone
Interactive Semantic Interventions for VLMs: Breaking VLMs with Human Ingenuity
Lukas Klein, Kenza Amara, Carsten T. Lüth, Hendrik Strobelt, Mennatallah El-Assady, Paul F Jaeger
- Published: 09 Oct 2024, Last Modified: 03 Jan 2025
- Red Teaming GenAI Workshop @ NeurIPS'24 Poster
- Readers: Everyone
Large Language Model Detoxification: Data and Metric Solutions
SungJoo Byun, Hyopil Shin
- Published: 09 Oct 2024, Last Modified: 03 Jan 2025
- Red Teaming GenAI Workshop @ NeurIPS'24 Poster
- Readers: Everyone
LLM Defenses Are Not Robust to Multi-Turn Human Jailbreaks Yet
Nathaniel Li, Ziwen Han, Ian Steneker, Willow E. Primack, Riley Goodside, Hugh Zhang, Zifan Wang, Cristina Menghini, Summer Yue
- Published: 09 Oct 2024, Last Modified: 03 Jan 2025
- Red Teaming GenAI Workshop @ NeurIPS'24 Oral
- Readers: Everyone
Advancing Adversarial Suffix Transfer Learning on Aligned Large Language Models
Hongfu Liu, Yuxi Xie, Ye Wang, Michael Shieh
- Published: 09 Oct 2024, Last Modified: 03 Jan 2025
- Red Teaming GenAI Workshop @ NeurIPS'24 Poster
- Readers: Everyone