Trust Me, I Can Handle It: Self-Generated Adversarial Scenario Extrapolation for Robust Language Models

Trust Me, I Can Handle It: Self-Generated Adversarial Scenario Extrapolation for Robust Language Models

20 May 2025

Md Rafi Ur Rashid

Vishnu Asutosh Dasu

Shagufta Mehnaz

Papers citing "Trust Me, I Can Handle It: Self-Generated Adversarial Scenario Extrapolation for Robust Language Models"

18 / 18 papers shown

Title
Benchmarking Adversarial Robustness to Bias Elicitation in Large Language Models: Scalable Automated Assessment with LLM-as-a-Judge Riccardo Cantini A. Orsino Massimo Ruggiero Domenico Talia AAML ELM 52 4 0 10 Apr 2025
The Illusionist's Prompt: Exposing the Factual Vulnerabilities of Large Language Models with Linguistic Nuances Yining Wang Yansen Wang Xi Li Mi Zhang Geng Hong Min Yang AAML HILM 81 1 0 01 Apr 2025
Attention Pruning: Automated Fairness Repair of Language Models via Surrogate Simulated Annealing Vishnu Asutosh Dasu Md Rafi Ur Rashid Vipul Gupta Saeid Tizpaz-Niari Gang Tan AAML 67 1 0 20 Mar 2025
Reasoning-to-Defend: Safety-Aware Reasoning Can Defend Large Language Models from Jailbreaking Junda Zhu Lingyong Yan Shuaiqiang Wang Dawei Yin Lei Sha AAML LRM 36 5 0 18 Feb 2025
Great, Now Write an Article About That: The Crescendo Multi-Turn LLM Jailbreak Attack M. Russinovich Ahmed Salem Ronen Eldan 76 86 0 02 Apr 2024
Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks Maksym Andriushchenko Francesco Croce Nicolas Flammarion AAML 113 186 0 02 Apr 2024
CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language Models Huijie Lv Xiao Wang Yuan Zhang Caishuang Huang Shihan Dou Junjie Ye Tao Gui Qi Zhang Xuanjing Huang AAML 53 32 0 26 Feb 2024
How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMs Yi Zeng Hongpeng Lin Jingwen Zhang Diyi Yang Ruoxi Jia Weiyan Shi 43 284 0 12 Jan 2024
FLTrojan: Privacy Leakage Attacks against Federated Language Models Through Selective Weight Tampering Md Rafi Ur Rashid Vishnu Asutosh Dasu Kang Gu Najrin Sultana Shagufta Mehnaz AAML FedML 71 11 0 24 Oct 2023
SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks Alexander Robey Eric Wong Hamed Hassani George J. Pappas AAML 68 238 0 05 Oct 2023
MasterKey: Automated Jailbreak Across Multiple Large Language Model Chatbots Gelei Deng Yi Liu Yuekang Li Kailong Wang Ying Zhang Zefeng Li Haoyu Wang Tianwei Zhang Yang Liu SILM 59 124 0 16 Jul 2023
Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation Niels Mündler Jingxuan He Slobodan Jenko Martin Vechev HILM 39 111 0 25 May 2023
Constitutional AI: Harmlessness from AI Feedback Yuntao Bai Saurav Kadavath Sandipan Kundu Amanda Askell John Kernion ... Dario Amodei Nicholas Joseph Sam McCandlish Tom B. Brown Jared Kaplan SyDa MoMe 141 1,552 0 15 Dec 2022
RARR: Researching and Revising What Language Models Say, Using Language Models Luyu Gao Zhuyun Dai Panupong Pasupat Anthony Chen Arun Tejasvi Chaganty ... Vincent Zhao Ni Lao Hongrae Lee Da-Cheng Juan Kelvin Guu HILM KELM 73 257 0 17 Oct 2022
"I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset Eric Michael Smith Melissa Hall Melanie Kambadur Eleonora Presani Adina Williams 90 134 0 18 May 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 531 9,009 0 28 Jan 2022
Ethical and social risks of harm from Language Models Laura Weidinger John F. J. Mellor Maribeth Rauh Conor Griffin J. Uesato ... Lisa Anne Hendricks William S. Isaac Sean Legassick G. Irving Iason Gabriel PILM 56 1,009 0 08 Dec 2021
Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus Jesse Dodge Maarten Sap Ana Marasović William Agnew Gabriel Ilharco Dirk Groeneveld Margaret Mitchell Matt Gardner AILaw 49 437 0 18 Apr 2021