Cover Image

Prompting the Priorities: A First Look at Evaluating LLMs for Vulnerability Triage and Prioritization

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Haddad, Osama Al, Ikram, Muhammad, Ahmed, Ejaz, Lee, Young
Format:	Preprint
Published:	2025
Subjects:	Cryptography and Security
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Original Sin of npm: A Study on Vulnerability Propagation in JavaScript Dependency Networks
by: Robinson, Michael, et al.
Published: (2026)

FuncVul: An Effective Function Level Vulnerability Detection Model using LLM and Code Chunk
by: Halder, Sajal, et al.
Published: (2025)

A First Look at GPT Apps: Landscape and Vulnerability
by: Zhang, Zejun, et al.
Published: (2024)

VulMatch: Binary-level Vulnerability Detection Through Signature
by: Liu, Zian, et al.
Published: (2023)

Quest Love: A First Look at Blockchain Loyalty Programs
by: Al-Chami, Joseph, et al.
Published: (2025)

Fingerprinting LLMs via Prompt Injection
by: Hu, Yuepeng, et al.
Published: (2025)

If LLMs Would Just Look: Simple Line-by-line Checking Improves Vulnerability Localization
by: Li, Yue, et al.
Published: (2024)

Enhancing Malware Fingerprinting through Analysis of Evasive Techniques
by: Abuadbba, Alsharif, et al.
Published: (2025)

Vulnerability Management Chaining: An Integrated Framework for Efficient Cybersecurity Risk Prioritization
by: Shimizu, Naoyuki, et al.
Published: (2025)

SpaLLM-Guard: Pairing SMS Spam Detection Using Open-source and Commercial LLMs
by: Salman, Muhammad, et al.
Published: (2025)

Red Teaming the Mind of the Machine: A Systematic Evaluation of Prompt Injection and Jailbreak Vulnerabilities in LLMs
by: Pathade, Chetan
Published: (2025)

A Multi-Level Integrity Evaluation Framework for Quantum Circuits under Controlled Anomaly Injection
by: Ahmed, Ejaz, et al.
Published: (2026)

A Survey on Vulnerability Prioritization: Taxonomy, Metrics, and Research Challenges
by: Jiang, Yuning, et al.
Published: (2025)

Prompt Control-Flow Integrity: A Priority-Aware Runtime Defense Against Prompt Injection in LLM Systems
by: Alam, Md Takrim Ul, et al.
Published: (2026)

TPSQLi: Test Prioritization for SQL Injection Vulnerability Detection in Web Applications
by: Yang, Guan-Yan, et al.
Published: (2025)

On the Vulnerability of Underwater Magnetic Induction Communication
by: Muzzammil, Muhammad, et al.
Published: (2025)

The Vulnerability of LLM Rankers to Prompt Injection Attacks
by: Yin, Yu, et al.
Published: (2026)

Exploring LLMs for Malware Detection: Review, Framework Design, and Countermeasure Approaches
by: Al-Karaki, Jamal, et al.
Published: (2024)

Automated SBOM-Driven Vulnerability Triage for IoT Firmware: A Lightweight Pipeline for Risk Prioritization
by: Tolay, Abdurrahman
Published: (2026)

AdaDoS: Adaptive DoS Attack via Deep Adversarial Reinforcement Learning in SDN
by: Shao, Wei, et al.
Published: (2025)

Adversarial Prompt Evaluation: Systematic Benchmarking of Guardrails Against Prompt Input Attacks on LLMs
by: Zizzo, Giulio, et al.
Published: (2025)

Unpacking .zip: A First Look at Domain and File Name Confusion
by: Despotovic, Predrag, et al.
Published: (2026)

LLMs Cannot Reliably Identify and Reason About Security Vulnerabilities (Yet?): A Comprehensive Evaluation, Framework, and Benchmarks
by: Ullah, Saad, et al.
Published: (2023)

Breaking Precision Time: OS Vulnerability Exploits Against IEEE 1588
by: Soomro, Muhammad Abdullah, et al.
Published: (2025)

Attacker Control and Bug Prioritization
by: Lacombe, Guilhem, et al.
Published: (2025)

Assessing the Effectiveness of LLMs in Android Application Vulnerability Analysis
by: Kouliaridis, Vasileios, et al.
Published: (2024)

Deep Learning Under Siege: Identifying Security Vulnerabilities and Risk Mitigation Strategies
by: Al-Karaki, Jamal, et al.
Published: (2024)

Bridging the Gap Between Security Metrics and Key Risk Indicators: An Empirical Framework for Vulnerability Prioritization
by: Sherif, Emad, et al.
Published: (2026)

PATCHEVAL: A New Benchmark for Evaluating LLMs on Patching Real-World Vulnerabilities
by: Wei, Zichao, et al.
Published: (2025)

Logic layer Prompt Control Injection (LPCI): A Novel Security Vulnerability Class in Agentic Systems
by: Atta, Hammad, et al.
Published: (2025)

Chain-of-Thought Prompting of Large Language Models for Discovering and Fixing Software Vulnerabilities
by: Nong, Yu, et al.
Published: (2024)

Can LLMs be Fooled? Investigating Vulnerabilities in LLMs
by: Abdali, Sara, et al.
Published: (2024)

Triaging Threats to Specialized Guardrails
by: Mo, Wenjie Jacky, et al.
Published: (2026)

An Empirical Evaluation of LLMs for Solving Offensive Security Challenges
by: Shao, Minghao, et al.
Published: (2024)

Unveiling Usability Challenges in Web Privacy Controls
by: Masood, Rahat, et al.
Published: (2025)

Minimal Prompt Perturbations Lead to Code Vulnerabilities: Prompt Fragility and Hidden-State Signals in Coding LLMs
by: Sternfeld, Alexander, et al.
Published: (2026)

What Really Matters in Many-Shot Attacks? An Empirical Study of Long-Context Vulnerabilities in LLMs
by: Kim, Sangyeop, et al.
Published: (2025)

Prompt Injection Attacks on Agentic Coding Assistants: A Systematic Analysis of Vulnerabilities in Skills, Tools, and Protocol Ecosystems
by: Maloyan, Narek, et al.
Published: (2026)

Can SOC Operators Explain their Decisions while Triaging Alarms? A Real-World Study
by: Moosmann, Jessica, et al.
Published: (2026)

Benchmarking LLMs and LLM-based Agents in Practical Vulnerability Detection for Code Repositories
by: Yildiz, Alperen, et al.
Published: (2025)