Cover Image

MemPot: Defending Against Memory Extraction Attack with Optimized Honeypots

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Yuhao, Zhai, Shengfang, Jin, Guanghao, Dong, Yinpeng, Yang, Linyi, Zhang, Jiaheng
Format:	Preprint
Published:	2026
Subjects:	Cryptography and Security Artificial Intelligence Computation and Language Databases
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Silent Leaks: Implicit Knowledge Extraction Attack on RAG Systems through Benign Queries
by: Wang, Yuhao, et al.
Published: (2025)

Adversarial Tuning: Defending Against Jailbreak Attacks for LLMs
by: Liu, Fan, et al.
Published: (2024)

Descriptor: Multi-Regional Cloud Honeypot Dataset (MURHCAD)
by: Feito-Casares, Enrique, et al.
Published: (2026)

Eguard: Defending LLM Embeddings Against Inversion Attacks via Text Mutual Information Optimization
by: Liu, Tiantian, et al.
Published: (2024)

Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning
by: Zhao, Shuai, et al.
Published: (2024)

Discovering Universal Semantic Triggers for Text-to-Image Synthesis
by: Zhai, Shengfang, et al.
Published: (2024)

Enabling Efficient Attack Investigation via Human-in-the-Loop Security Analysis
by: Tsegai, Saimon Amanuel, et al.
Published: (2022)

Prefix Guidance: A Steering Wheel for Large Language Models to Defend Against Jailbreak Attacks
by: Zhao, Jiawei, et al.
Published: (2024)

SafeReview: Defending LLM-based Review Systems Against Adversarial Hidden Prompts
by: Xin, Yuan, et al.
Published: (2026)

LLM in the Shell: Generative Honeypots
by: Sladić, Muris, et al.
Published: (2023)

Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM
by: Cao, Bochuan, et al.
Published: (2023)

Defending LLM Watermarking Against Spoofing Attacks with Contrastive Representation Learning
by: An, Li, et al.
Published: (2025)

Uncovering and Aligning Anomalous Attention Heads to Defend Against NLP Backdoor Attacks
by: Jin, Haotian, et al.
Published: (2025)

Breaking the Ceiling: Exploring the Potential of Jailbreak Attacks through Expanding Strategy Space
by: Huang, Yao, et al.
Published: (2025)

HoneypotNet: Backdoor Attacks Against Model Extraction
by: Wang, Yixu, et al.
Published: (2025)

MemTraceDB: Reconstructing MySQL User Activity Using ActiviTimeTrace Algorithm
by: Nissan, Mahfuzul I.
Published: (2025)

Defense against Poisoning Attacks under Shuffle-DP
by: Wang, Siyi, et al.
Published: (2026)

No Free Lunch for Defending Against Prefilling Attack by In-Context Learning
by: Xue, Zhiyu, et al.
Published: (2024)

Defending Against Beta Poisoning Attacks in Machine Learning Models
by: Gulciftci, Nilufer, et al.
Published: (2025)

Defending Against Indirect Prompt Injection Attacks With Spotlighting
by: Hines, Keegan, et al.
Published: (2024)

SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding
by: Xu, Zhangchen, et al.
Published: (2024)

Algorithmic Complexity Attacks on Dynamic Learned Indexes
by: Yang, Rui, et al.
Published: (2024)

Iron Sharpens Iron: Defending Against Attacks in Machine-Generated Text Detection with Adversarial Training
by: Li, Yuanfan, et al.
Published: (2025)

BadDLM: Backdooring Diffusion Language Models with Diverse Targets
by: Zhai, Shengfang, et al.
Published: (2026)

Defending LVLMs Against Vision Attacks through Partial-Perception Supervision
by: Zhou, Qi, et al.
Published: (2024)

Stop Tracking Me! Proactive Defense Against Attribute Inference Attack in LLMs
by: Yan, Dong, et al.
Published: (2026)

RobustKV: Defending Large Language Models against Jailbreak Attacks via KV Eviction
by: Jiang, Tanqiu, et al.
Published: (2024)

CCJA: Context-Coherent Jailbreak Attack for Aligned Large Language Models
by: Zhou, Guanghao, et al.
Published: (2025)

SPML: A DSL for Defending Language Models Against Prompt Attacks
by: Sharma, Reshabh K, et al.
Published: (2024)

Adversarial Attacks Against Automated Fact-Checking: A Survey
by: Liu, Fanzhen, et al.
Published: (2025)

From Theft to Bomb-Making: The Ripple Effect of Unlearning in Defending Against Jailbreak Attacks
by: Zhang, Zhexin, et al.
Published: (2024)

Now You Hear Me: Audio Narrative Attacks Against Large Audio-Language Models
by: Yu, Ye, et al.
Published: (2026)

Are Your LLM-based Text-to-SQL Models Secure? Exploring SQL Injection via Backdoor Attacks
by: Lin, Meiyu, et al.
Published: (2025)

Programming Frameworks for Differential Privacy
by: Gaboardi, Marco, et al.
Published: (2024)

Picachv: Formally Verified Data Use Policy Enforcement for Secure Data Analytics
by: Chen, Haobin Hiroki, et al.
Published: (2025)

MAPS: A Multilingual Benchmark for Agent Performance and Security
by: Hofman, Omer, et al.
Published: (2025)

HSF: Defending against Jailbreak Attacks with Hidden State Filtering
by: Qian, Cheng, et al.
Published: (2024)

MISLEADER: Defending against Model Extraction with Ensembles of Distilled Models
by: Cheng, Xueqi, et al.
Published: (2025)

PACE: Poisoning Attacks on Learned Cardinality Estimation
by: Zhang, Jintao, et al.
Published: (2024)

Efficient Input-level Backdoor Defense on Text-to-Image Synthesis via Neuron Activation Variation
by: Zhai, Shengfang, et al.
Published: (2025)