Cover Image

Semantic Mirror Jailbreak: Genetic Algorithm Based Jailbreak Prompts Against Open-source LLMs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Xiaoxia, Liang, Siyuan, Zhang, Jiyi, Fang, Han, Liu, Aishan, Chang, Ee-Chien
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence Neural and Evolutionary Computing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Jailbreaking LLMs' Safeguard with Universal Magic Words for Text Embedding Models
by: Liang, Haoyu, et al.
Published: (2025)

Open Sesame! Universal Black Box Jailbreaking of Large Language Models
by: Lapid, Raz, et al.
Published: (2023)

LLM-Based Instance-Driven Heuristic Bias In the Context of a Biased Random Key Genetic Algorithm
by: Sartori, Camilo Chacón, et al.
Published: (2025)

Projection-Free Evolution Strategies for Continuous Prompt Search
by: Cai, Yu, et al.
Published: (2026)

Generalization and Completeness of Stochastic Local Search Algorithms
by: Loscos, Daniel, et al.
Published: (2026)

Benchmarking GPT-4 on Algorithmic Problems: A Systematic Evaluation of Prompting Strategies
by: Petruzzellis, Flavio, et al.
Published: (2024)

EvoJail: Evolutionary Diverse Jailbreak Prompt Generation for Large Language Models
by: Tang, Rui, et al.
Published: (2026)

VietNormalizer: An Open-Source, Dependency-Free Python Library for Vietnamese Text Normalization in TTS and NLP Applications
by: Nguyen, Hung Vu, et al.
Published: (2026)

Transformer Semantic Genetic Programming for Symbolic Regression
by: Anthes, Philipp, et al.
Published: (2025)

Hierarchical Frequency Tagging Probe (HFTP): A Unified Approach to Investigate Syntactic Structure Representations in Large Language Models and the Human Brain
by: An, Jingmin, et al.
Published: (2025)

Asynchronous Distributed Genetic Algorithms with Javascript and JSON
by: Merelo, Juan Julián, et al.
Published: (2024)

Evaluating Genetic Algorithms through the Approximability Hierarchy
by: Muñoz, Alba, et al.
Published: (2024)

Towards Faster k-Nearest-Neighbor Machine Translation
by: Shi, Xiangyu, et al.
Published: (2023)

LLMs as Debate Partners: Utilizing Genetic Algorithms and Adversarial Search for Adaptive Arguments
by: Aryan, Prakash
Published: (2024)

Improved Genetic Algorithm Based on Greedy and Simulated Annealing Ideas for Vascular Robot Ordering Strategy
by: Wang, Zixi, et al.
Published: (2024)

BlackDAN: A Black-Box Multi-Objective Approach for Effective and Contextual Jailbreaking of Large Language Models
by: Wang, Xinyuan, et al.
Published: (2024)

Finding Strong Lottery Ticket Networks with Genetic Algorithms
by: Altmann, Philipp, et al.
Published: (2024)

Tail Bounds on the Runtime of Categorical Compact Genetic Algorithm
by: Hamano, Ryoki, et al.
Published: (2024)

DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving
by: Zhang, Zhihao, et al.
Published: (2025)

Controlled Self-Evolution for Algorithmic Code Optimization
by: Hu, Tu, et al.
Published: (2026)

Runtime Analysis of the Compact Genetic Algorithm on the LeadingOnes Benchmark
by: Chwiałkowski, Marcel, et al.
Published: (2025)

NK Hybrid Genetic Algorithm for Clustering
by: Tinós, Renato, et al.
Published: (2024)

Superior Genetic Algorithms for the Target Set Selection Problem Based on Power-Law Parameter Choices and Simple Greedy Heuristics
by: Doerr, Benjamin, et al.
Published: (2024)

Neuromorphic Control for 3D Navigation in Minecraft Using Genetic Algorithms
by: Zipor, Eric
Published: (2026)

A Lattice-based Method for Optimization in Continuous Spaces with Genetic Algorithms
by: Harris, Cameron D., et al.
Published: (2024)

Image Classification Method using Dynamic Quantum Inspired Genetic Algorithm
by: Singh, Akhilesh Kumar, et al.
Published: (2025)

A Genetic Algorithm for Optimizing Fantasy Football Trades with Playoff Biasing
by: Parshall, Evan, et al.
Published: (2025)

A Novel Dual-Stage Evolutionary Algorithm for Finding Robust Solutions
by: Du, Wei, et al.
Published: (2024)

Beyond Algorithm Evolution: An LLM-Driven Framework for the Co-Evolution of Swarm Intelligence Optimization Algorithms and Prompts
by: Cen, Shipeng, et al.
Published: (2025)

Genetic Algorithms with Neural Cost Predictor for Solving Hierarchical Vehicle Routing Problems
by: Sobhanan, Abhay, et al.
Published: (2023)

ToxSearch: Evolving Prompts for Toxicity Search in Large Language Models
by: Shelar, Onkar, et al.
Published: (2025)

Runtime Analysis of a Multi-Valued Compact Genetic Algorithm on Generalized OneMax
by: Adak, Sumit, et al.
Published: (2024)

A Hybrid Genetic Algorithm with Type-Aware Chromosomes for Traveling Salesman Problems with Drone
by: Mahmoudinazlou, Sasan, et al.
Published: (2023)

A Runtime Analysis of the Multi-Valued Compact Genetic Algorithm on Generalized LeadingOnes
by: Adak, Sumit, et al.
Published: (2025)

Multi-population Diversity-guided Genetic Algorithm for Feature Selection in Network Intrusion Detection
by: Li, Chunzhen
Published: (2026)

Genetic Instruct: Scaling up Synthetic Generation of Coding Instructions for Large Language Models
by: Majumdar, Somshubra, et al.
Published: (2024)

The First Theoretical Approximation Guarantees for the Non-Dominated Sorting Genetic Algorithm III (NSGA-III)
by: Deng, Renzhong, et al.
Published: (2025)

Coal Mine Safety Alert System: Refining BP Neural Network with Genetic Algorithm Optimization
by: Luo, Jiabin, et al.
Published: (2024)

GENPACK: KPI-Guided Multi-Criteria Genetic Algorithm for Industrial 3D Bin Packing
by: Poolavaram, Dheeraj, et al.
Published: (2026)

Improving Critical Node Detection Using Neural Network-based Initialization in a Genetic Algorithm
by: Liu, Chanjuan, et al.
Published: (2024)