Cover Image

Enhanced Web Payload Classification Using WAMM: An AI-Based Framework for Dataset Refinement and Model Evaluation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Osama, Heba, Elebiary, Omar, Qassim, Youssef, Amgad, Mohamed, Maghawry, Ahmed, Saafan, Ahmed, Ghalwash, Haitham
Format:	Preprint
Published:	2025
Subjects:	Cryptography and Security C.2; H.4; I.2
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

CVE-Bench: A Benchmark for AI Agents' Ability to Exploit Real-World Web Application Vulnerabilities
by: Zhu, Yuxuan, et al.
Published: (2025)

Prismo: A Decision Support System for Privacy-Preserving ML Framework Selection
by: Njungle, Nges Brian, et al.
Published: (2025)

AI/ML for 5G and Beyond Cybersecurity
by: Pirbhulal, Sandeep, et al.
Published: (2025)

When Prompts Become Payloads: A Framework for Mitigating SQL Injection Attacks in Large Language Model-Driven Applications
by: Motlagh, Farzad Nourmohammadzadeh, et al.
Published: (2026)

DWFS-Obfuscation: Dynamic Weighted Feature Selection for Robust Malware Familial Classification under Obfuscation
by: Wei, Xingyuan, et al.
Published: (2025)

Real AI Agents with Fake Memories: Fatal Context Manipulation Attacks on Web3 Agents
by: Patlan, Atharv Singh, et al.
Published: (2025)

Adaptive alert prioritisation in security operations centres via learning to defer with human feedback
by: Jalalvand, Fatemeh, et al.
Published: (2025)

NatGVD: Natural Adversarial Example Attack towards Graph-based Vulnerability Detection
by: Rath, Avilash, et al.
Published: (2025)

Guardians of the Web: The Evolution and Future of Website Information Security
by: Islam, Md Saiful, et al.
Published: (2025)

PoTS: Proof-of-Training-Steps for Backdoor Detection in Large Language Models
by: Seddik, Issam, et al.
Published: (2025)

FORGE: An LLM-driven Framework for Large-Scale Smart Contract Vulnerability Dataset Construction
by: Chen, Jiachi, et al.
Published: (2025)

Deep Learning for Contextualized NetFlow-Based Network Intrusion Detection: Methods, Data, Evaluation and Deployment
by: Mahdaouy, Abdelkader El, et al.
Published: (2026)

Temporal Attack Pattern Detection in Multi-Agent AI Workflows: An Open Framework for Training Trace-Based Security Models
by: Del Rosario, Ron F.
Published: (2025)

A Formal Framework for Assessing and Mitigating Emergent Security Risks in Generative AI Models: Bridging Theory and Dynamic Risk Mitigation
by: Srivastava, Aviral, et al.
Published: (2024)

Correlation Analysis of Adversarial Attack in Time Series Classification
by: Li, Zhengyang, et al.
Published: (2024)

AI Safeguards, Generative AI and the Pandora Box: AI Safety Measures to Protect Businesses and Personal Reputation
by: Kumar, Prasanna
Published: (2026)

TinyML NLP Scheme for Semantic Wireless Sentiment Classification with Privacy Preservation
by: Radwan, Ahmed Y., et al.
Published: (2024)

Multiclass Classification Procedure for Detecting Attacks on MQTT-IoT Protocol
by: Alaiz-Moreton, Hector, et al.
Published: (2024)

Depth-Dependent Indirect Prompt Injection in Tool-Calling ReAct Agents: Injection Depth, Payload Framing, and Turn-Budget Sensitivity
by: Rashidi, Mohammadreza
Published: (2026)

Evaluating the Robustness of Large Language Model Safety Guardrails Against Adversarial Attacks
by: Young, Richard J.
Published: (2025)

POISONCRAFT: Practical Poisoning of Retrieval-Augmented Generation for Large Language Models
by: Shao, Yangguang, et al.
Published: (2025)

MaPPing Your Model: Assessing the Impact of Adversarial Attacks on LLM-based Programming Assistants
by: Heibel, John, et al.
Published: (2024)

Mitigating the Impact of Malware Evolution on API Sequence-based Windows Malware Detector
by: Wei, Xingyuan, et al.
Published: (2024)

Binary Image-Based Intrusion Detection for Operational Technology Networks: Extending the SPHBI Methodology from IoT to Modbus TCP
by: Omar, Aamir
Published: (2026)

VFLAIR-LLM: A Comprehensive Framework and Benchmark for Split Learning of LLMs
by: Gu, Zixuan, et al.
Published: (2025)

PatchBlock: A Lightweight Defense Against Adversarial Patches for Embedded EdgeAI Devices
by: Chattopadhyay, Nandish, et al.
Published: (2026)

Agentic-AI Healthcare: Multilingual, Privacy-First Framework with MCP Agents
by: Shehab, Mohammed A.
Published: (2025)

Portable Agent Memory: A Protocol for Cryptographically-Verified Memory Transfer Across Heterogeneous AI Agents
by: Ravindran, Santhosh Kumar
Published: (2026)

Inverting Cryptographic Hash Functions via Cube-and-Conquer
by: Zaikin, Oleg
Published: (2022)

Mitigating Trojanized Prompt Chains in Educational LLM Use Cases: Experimental Findings and Detection Tool Design
by: Charles, Richard M., et al.
Published: (2025)

Defending against Backdoor Attacks via Module Switching
by: Li, Weijun, et al.
Published: (2025)

Enabling Transparent Cyber Threat Intelligence Combining Large Language Models and Domain Ontologies
by: Cotti, Luca, et al.
Published: (2025)

Scalable APT Malware Classification via Parallel Feature Extraction and GPU-Accelerated Learning
by: Subedar, Noah, et al.
Published: (2025)

SoK: A Review of Differentially Private Linear Models For High-Dimensional Data
by: Khanna, Amol, et al.
Published: (2024)

DALC-CT: Dynamic Analysis of Low-Level Code Traces for Constant-Time Verification
by: Njungle, Nges Brian, et al.
Published: (2026)

Towards Deep Encrypted Training: Low-Latency, Memory-Efficient, and High-Throughput Inference for Privacy-Preserving Neural Networks
by: Njungle, Nges Brian, et al.
Published: (2026)

Structured Extraction of Vulnerabilities in OpenVAS and Tenable WAS Reports Using LLMs
by: Machado, Beatriz, et al.
Published: (2025)

Verifiable Dropout: Turning Randomness into a Verifiable Claim
by: Lee, Kichang, et al.
Published: (2025)

AnonLFI 2.0: Extensible Architecture for PII Pseudonymization in CSIRTs with OCR and Technical Recognizers
by: Kapelinski, Cristhian, et al.
Published: (2025)

Understanding the Resource Cost of Fully Homomorphic Encryption in Quantum Federated Learning
by: Böhm, Lukas, et al.
Published: (2026)