Cover Image

Prompt-Induced Over-Generation as Denial-of-Service: A Black-Box Attack-Side Benchmark

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Manu, Guo, Yi, Thilakarathna, Kanchana, Sivaroopan, Nirhoshan, Plested, Jo, Lynar, Tim, Yang, Jack, Yang, Wangli
Format:	Preprint
Published:	2025
Subjects:	Cryptography and Security Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SHIELD: An Auto-Healing Agentic Defense Framework for LLM Resource Exhaustion Attacks
by: Sivaroopan, Nirhoshan, et al.
Published: (2026)

TripletViNet: Mitigating Misinformation Video Spread Across Platforms
by: Smolovic, Petar, et al.
Published: (2024)

Cyber Attack Mitigation Framework for Denial of Service (DoS) Attacks in Fog Computing
by: Khurshid, Fizza, et al.
Published: (2025)

Denial-of-Service Poisoning Attacks against Large Language Models
by: Gao, Kuofeng, et al.
Published: (2024)

The Hidden Cost of Correlation: Rethinking Privacy Leakage in Local Differential Privacy
by: Jayawardana, Sandaru, et al.
Published: (2025)

Detection of Distributed Denial of Service Attacks based on Machine Learning Algorithms
by: Rahman, Md. Abdur
Published: (2025)

Denial-of-Service Vulnerability of Hash-based Transaction Sharding: Attack and Countermeasure
by: Nguyen, Truc, et al.
Published: (2020)

Hoist with His Own Petard: Inducing Guardrails to Facilitate Denial-of-Service Attacks on Retrieval-Augmented Generation of LLMs
by: Suo, Pan, et al.
Published: (2025)

Topology-aware Detection and Localization of Distributed Denial-of-Service Attacks in Network-on-Chips
by: Weerasena, Hansika, et al.
Published: (2025)

Efficient Denial of Service Attack Detection in IoT using Kolmogorov-Arnold Networks
by: Kuznetsov, Oleksandr
Published: (2025)

Rethinking Denial-of-Service: A Conditional Taxonomy Unifying Availability and Sustainability Threats
by: Dorsett, Mark, et al.
Published: (2025)

ThinkTrap: Denial-of-Service Attacks against Black-box LLM Services via Infinite Thinking
by: Li, Yunzhe, et al.
Published: (2025)

"Someone Hid It": Query-Agnostic Black-Box Attacks on LLM-Based Retrieval
by: Li, Jiate, et al.
Published: (2026)

RogueRFM: Attacking Refresh Management for Covert-Channel and Denial-of-Service
by: Taneja, Hritvik, et al.
Published: (2025)

Rethinking Latency Denial-of-Service: Attacking the LLM Serving Framework, Not the Model
by: Wang, Tianyi, et al.
Published: (2026)

ReasoningBomb: A Stealthy Denial-of-Service Attack by Inducing Pathologically Long Reasoning in Large Reasoning Models
by: Liu, Xiaogeng, et al.
Published: (2026)

SHFL: Secure Hierarchical Federated Learning Framework for Edge Networks
by: Tavallaie, Omid, et al.
Published: (2024)

Regular Expression Denial of Service Induced by Backreferences
by: Liu, Yichen, et al.
Published: (2026)

Enhanced MLLM Black-Box Jailbreaking Attacks and Defenses
by: Zhong, Xingwei, et al.
Published: (2025)

Detecting Distributed Denial of Service Attacks Using Logistic Regression and SVM Methods
by: Ullah, Mohammad Arafat, et al.
Published: (2024)

The Harder You Try, The Harder You Fail: The KeyTrap Denial-of-Service Algorithmic Complexity Attacks on DNSSEC
by: Heftrig, Elias, et al.
Published: (2024)

A Comprehensive Review of Denial of Wallet Attacks in Serverless Architectures
by: Dorsett, Mark, et al.
Published: (2025)

RAG-HAR: Retrieval Augmented Generation-based Human Activity Recognition
by: Sivaroopan, Nirhoshan, et al.
Published: (2025)

Model Predictive Control with adaptive resilience for Denial-of-Service Attacks mitigation on a Regulated Dam
by: Cestari, Raffaele Giuseppe, et al.
Published: (2024)

LLM Safeguard is a Double-Edged Sword: Exploiting False Positives for Denial-of-Service Attacks
by: Zhang, Qingzhao, et al.
Published: (2024)

DrLLM: Prompt-Enhanced Distributed Denial-of-Service Resistance Method with Large Language Models
by: Yin, Zhenyu, et al.
Published: (2024)

Transferable & Stealthy Ensemble Attacks: A Black-Box Jailbreaking Framework for Large Language Models
by: Yang, Yiqi, et al.
Published: (2024)

Position Paper: Denial-of-Service against Multi-Round Transaction Simulation
by: Tang, Yuzhe, et al.
Published: (2026)

Real-World Evaluation of Protocol-Compliant Denial-of-Service Attacks on C-V2X-based Forward Collision Warning Systems
by: Tine, Jean Michel, et al.
Published: (2025)

Black-Box Guardrail Reverse-engineering Attack
by: Yao, Hongwei, et al.
Published: (2025)

PolyJailbreak: Cross-Modal Jailbreaking Attacks on Black-Box Multimodal LLMs
by: Wang, Xinkai, et al.
Published: (2025)

StruPhantom: Evolutionary Injection Attacks on Black-Box Tabular Agents Powered by Large Language Models
by: Feng, Yang, et al.
Published: (2025)

A Hard-Label Black-Box Evasion Attack against ML-based Malicious Traffic Detection Systems
by: Liu, Zixuan, et al.
Published: (2025)

Semantic Denial of Service in LLM-controlled robots
by: Steinberg, Jonathan, et al.
Published: (2026)

PRSA: Prompt Stealing Attacks against Real-World Prompt Services
by: Yang, Yong, et al.
Published: (2024)

Can Drift-Adaptive Malware Detectors Be Made Robust? Attacks and Defenses Under White-Box and Black-Box Threats
by: Li, Adrian Shuai, et al.
Published: (2026)

Privacy-Preserving and Post-Quantum Counter Denial of Service Framework for Wireless Networks
by: Darzi, Saleh, et al.
Published: (2024)

Black-Box Membership Inference Attack for LVLMs via Prior Knowledge-Calibrated Memory Probing
by: Yin, Jinhua, et al.
Published: (2025)

Black-Box Skill Stealing Attack from Proprietary LLM Agents: An Empirical Study
by: Wang, Zihan, et al.
Published: (2026)

Discovering New Shadow Patterns for Black-Box Attacks on Lane Detection of Autonomous Vehicles
by: MohajerAnsari, Pedram, et al.
Published: (2024)