# exploit-dev

標記為「exploit-dev」的 58 篇文章

Exploit Development Assessment

Assessment on custom exploit development, payload engineering, tool creation, and automation frameworks.

Adversarial Dataset Generator

Creating tools that generate diverse adversarial datasets for benchmarking LLM safety, including semantic variations and encoding permutations.

exploit-devdatasetgenerationadversarial

進階

AI Exploit Development

Adversarial suffix generation, gradient-free optimization, WAF-evading injection payloads, and fuzzing frameworks for AI systems.

exploit-devadversarialjailbreakfuzzingoptimizationprompt-injectionwaf-evasion

專家

Attack Automation Framework

Building end-to-end attack automation frameworks that orchestrate reconnaissance, payload generation, execution, and result analysis.

exploit-devautomationframeworkorchestration

進階

Attack Replay System Development

Building an attack replay system for regression testing defenses against known attack patterns.

exploit-devreplaysystemregression

中級

Automated Vulnerability Discovery

Building automated tools for discovering novel vulnerabilities in LLM applications.

exploit-devautomatedvulnerabilitydiscovery

進階

Red Teaming Automation

Frameworks and tools for automating AI red teaming at scale, including CART pipelines, jailbreak fuzzing, regression testing, and continuous monitoring.

automationcartfuzzingtestingexploit-dev

進階

Behavioral Fingerprinting Tool

Building tools that fingerprint model behavior through systematic probing to identify specific models, versions, and configurations behind APIs.

exploit-devfingerprintingbehavioralreconnaissance

進階

Building a Jailbreak Fuzzer

Build a mutation-based fuzzer for generating and testing jailbreak prompts at scale.

exploit-devfuzzerjailbreakingtooling

進階

Collaborative Exploit Platform

Designing platforms for collaborative AI red team operations with shared findings, payload libraries, and coordinated testing capabilities.

exploit-devcollaborativeplatformteam

中級

Coverage Tracking Systems

Implementing test coverage tracking for AI security assessments to ensure comprehensive evaluation across attack vectors and model behaviors.

exploit-devcoveragetrackingtesting

中級

Custom Attack Orchestrator Development

Build a custom attack orchestration framework for multi-technique red team campaigns.

exploit-devorchestratordevelopmenttooling

進階

Building Custom Red Team Tools

Guide to building custom AI red teaming tools, including target-specific harnesses, result analysis pipelines, and integration with existing security workflows.

custom-toolingexploit-devautomationpythonengineering

進階

Defense Evaluation Toolkit

Building a toolkit for systematically evaluating the effectiveness of LLM defenses.

exploit-devdefense-evaluationtoolkittesting

中級

Exploit Chain Builder

Building tools that automatically discover and chain multiple vulnerabilities into complete exploitation paths for complex LLM systems.

exploit-devchainmulti-stepautomation

進階

Fuzzing LLM Applications

Applying fuzzing methodologies to LLM applications including grammar-based fuzzing, mutation-based fuzzing, and coverage-guided approaches.

exploit-devfuzzingtestingdiscovery

進階

Harness Development Guide

Building reusable test harnesses for LLM vulnerability assessment including target abstraction, payload delivery, and result collection.

exploit-devharnessdevelopmentframework

中級

Test Harness Integration Patterns

Patterns for integrating multiple attack tools into a unified testing harness.

exploit-devharnessintegrationpatterns

中級

AI Exploit Development Overview

An introduction to developing exploits and tooling for AI red teaming, covering the unique challenges of building reliable attacks against probabilistic systems.

exploit-devtoolingautomationred-teamingmethodology

入門

LLM Debug Proxy Development

Building intercepting proxy tools for LLM API traffic that enable inspection, modification, and replay of model interactions during testing.

exploit-devproxydebugginginterception

中級

Multi-Model Test Orchestrator

Orchestrating parallel security testing across multiple models and providers to identify cross-model vulnerabilities and transferable attacks.

exploit-devmulti-modelorchestrationtesting

進階

Crafting Adversarial Payloads

Systematic methodology for creating effective prompt injection payloads, including template design, optimization techniques, and multi-technique combination strategies.

payload-craftingprompt-injectionexploit-devoptimizationtemplates

中級

Payload Generator Architecture

Designing and implementing automated payload generation systems that produce diverse and effective adversarial inputs for LLM testing.

exploit-devpayloadgeneratorarchitecture

進階

Payload Mutation Engine Development

Develop mutation engines for evolving prompt injection payloads through generation and selection.

exploit-devmutationenginepayloads

進階

Red Team Reporting Automation

Automating report generation from red team testing data and findings.

exploit-devreportingautomationtooling

中級

Regression Testing for AI Security

Implementing automated regression testing for AI security properties that integrates into CI/CD pipelines and catches safety regressions.

exploit-devregressiontestingCI/CD

中級

Reporting Tool Development

Building automated reporting tools that transform raw test results into professional assessment reports with reproducible findings.

exploit-devreportingtoolsautomation

中級

Result Scoring Systems

Designing automated scoring systems for evaluating attack success, including semantic classifiers, rule-based detectors, and LLM-as-judge approaches.

exploit-devscoringevaluationmetrics

中級

Token Optimizer Techniques

Implementing token-level optimization algorithms for discovering adversarial inputs, including GCG, AutoDAN, and custom gradient-based approaches.

exploit-devtokensoptimizationadversarial

進階

利用 Development 評量

評量 on custom exploit development, payload engineering, tool creation, and automation frameworks.

assessmentsexploit-devtoolingexam

進階