DeceptPrompt: Exploiting LLM-driven Code Generation via Adversarial
Natural Language Instructions

DeceptPrompt: Exploiting LLM-driven Code Generation via Adversarial Natural Language Instructions

7 December 2023

Xiaogeng Liu

Papers citing "DeceptPrompt: Exploiting LLM-driven Code Generation via Adversarial Natural Language Instructions"

18 / 18 papers shown

Title
AKD : Adversarial Knowledge Distillation For Large Language Models Alignment on Coding tasks Ilyas Oulkadda Julien Perez ALM 47 0 0 05 May 2025
Large Language Models (LLMs) for Source Code Analysis: applications, models and datasets Hamed Jelodar Mohammad Meymani Roozbeh Razavi-Far 45 1 0 21 Mar 2025
XOXO: Stealthy Cross-Origin Context Poisoning Attacks against AI Coding Assistants Adam Storek Mukur Gupta Noopur Bhatt Aditya Gupta Janie Kim Prashast Srivastava Suman Jana AAML 71 0 0 18 Mar 2025
On the Adversarial Robustness of Instruction-Tuned Large Language Models for Code Md. Imran Hossen X. Hei AAML ELM 66 0 0 29 Nov 2024
SecCodePLT: A Unified Platform for Evaluating the Security of Code GenAI Yu Yang Yuzhou Nie Zhun Wang Yuheng Tang Wenbo Guo Bo Li D. Song ELM 38 6 0 14 Oct 2024
Mitigating Backdoor Threats to Large Language Models: Advancement and Challenges Qin Liu Wenjie Mo Terry Tong Lyne Tchapmi Fei Wang Chaowei Xiao Muhao Chen AAML 36 4 0 30 Sep 2024
Practical Attacks against Black-box Code Completion Engines Slobodan Jenko Jingxuan He Niels Mündler Mark Vero Martin Vechev ELM AAML SILM 29 3 0 05 Aug 2024
MaPPing Your Model: Assessing the Impact of Adversarial Attacks on LLM-based Programming Assistants John Heibel Daniel Lowd AAML 40 3 0 12 Jul 2024
Psychological Profiling in Cybersecurity: A Look at LLMs and Psycholinguistic Features Jean Marie Tshimula D'Jeff K. Nkashama Jean Tshibangu Muabila René Manassé Galekwa Hugues Kanda ... Belkacem Chikhaoui Shengrui Wang Ali Mulenda Sumbu Xavier Ndona Raoul Kienge-Kienge Intudi 49 0 0 26 Jun 2024
When Large Language Model Meets Optimization Sen Huang Kaixiang Yang Sheng Qi Rui Wang 55 8 0 16 May 2024
Constrained Decoding for Secure Code Generation Yanjun Fu Ethan Baker Yu Ding Yizheng Chen AAML 40 8 0 30 Apr 2024
Automated Creation of Source Code Variants of a Cryptographic Hash Function Implementation Using Generative Pre-Trained Transformer Models Elijah Pelofske Vincent Urias L. Liebrock 35 0 0 24 Apr 2024
Just another copy and paste? Comparing the security vulnerabilities of ChatGPT generated code and StackOverflow answers Sivana Hamer Marcelo dÁmorim Laurie A. Williams SILM ELM 29 18 0 22 Mar 2024
IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code Generators Indraneil Paul Goran Glavas Iryna Gurevych 40 13 0 06 Mar 2024
Attacks, Defenses and Evaluations for LLM Conversation Safety: A Survey Zhichen Dong Zhanhui Zhou Chao Yang Jing Shao Yu Qiao ELM 52 55 0 14 Feb 2024
Red-Teaming for Generative AI: Silver Bullet or Security Theater? Michael Feffer Anusha Sinha Wesley Hanwen Deng Zachary Chase Lipton Hoda Heidari AAML 38 67 0 29 Jan 2024
Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap Xingyu Wu Sheng-hao Wu Jibin Wu Liang Feng Kay Chen Tan ELM 51 59 0 18 Jan 2024
A Preliminary Analysis on the Code Generation Capabilities of GPT-3.5 and Bard AI Models for Java Functions Giuseppe Destefanis Silvia Bartolucci Marco Ortu ELM 41 22 0 16 May 2023