Joe Reverser
Agentic Malware Reverse Engineering and Phishing Analysis
Joe Reverser leverages agentic AI to automatically reverse-engineer files and analyze URLs and emails for potential phishing threats. It mimics the behavior of a skilled human reverse engineer, dynamically selecting the most suitable tools and techniques for each task. By reasoning about its next steps, Joe Reverser adapts to complex malware and phishing scenarios, delivering deep, automated threat intelligence with human-like precision.
Joe Reverser employs a wide range of advanced reverse engineering and malware analysis tools to perform its tasks effectively.
- Static Analysis for PE, ELF, MACHO, PDF and MSG/EML files
- Full fledged native, .Net, Java, Python and APK Disassembler
- Unpacker including UPX, InnoSetup, NSIS, AutoIt, Exe4j, PyInstaller, MSI and many more
- Code Sandbox for advanced unpacking of staged malware
- Webbrowser with access to screenshots and raw HTML / Javascript
- Domain and URL reputation
- Image analyzer including QR code decoder
- Access to Joe Sandbox for dynamic analysis and threat intel
Joe Reverser Explained
Joe Reverser uses a state-of-the-art Large Language Model (LLM) with tool-calling capabilities to orchestrate a fully autonomous reverse-engineering workflow. Acting as an intelligent reasoning agent, it dynamically plans and executes analysis steps across multiple dimensions — file, web, document, and email vectors. At its core, the AI Agent fuses reasoning with specialized tools:
- Static and Dynamic Analysis: Deep structural and behavioral inspection of binaries, scripts, and documents.
- Disassembly & Decompilation: Human-readable reconstruction of complex native, .NET, Java, Python, and mobile code.
- Automated Unpacking: Recursive unpacking of protected or layered malware via code sandbox.
- Web Intelligence Gathering: Automated web scraping, phishing site inspection, and content correlation.
The result: Rich Output Delivery — a comprehensive, human-readable intelligence report that includes visual breakdowns, behavior and capabilities descriptions, indicator of compromise (IOCs), code insights, and even an interactive Q&A interface allowing analysts to query the findings directly.
Try out Joe Reverser
Joe Reverser is available in Cloud Basic.
Autonomous Orchestration & Decision-Making
Joe Reverser operates as an intelligent agent that autonomously decides how to analyze each sample. It dynamically selects the most suitable tools, techniques, and workflows based on the file type and context. This adaptive orchestration mirrors the reasoning of a human reverse engineer, ensuring high precision and efficiency.
Multi-Stage Analysis
The system performs sequential, layered analysis—starting with static inspection, then unpacking, disassembly, and dynamic execution. Each stage builds on previous results, revealing hidden payloads or behaviors. This multi-step approach ensures comprehensive visibility into complex, multi-layered threats
Multi-Vector Analysis
Joe Reverser analyzes across multiple vectors including files, web content, documents, and emails. It correlates data from these sources to uncover linked phishing campaigns, malware distribution, or embedded payloads. This cross-vector intelligence enhances situational awareness and detection accuracy.
Continuous Reasoning-Based Enrichment
Using its reasoning engine, Joe Reverser iteratively refines its understanding of a threat. Each analysis phase feeds new context into the AI’s reasoning loop, prompting deeper and more targeted exploration. This continuous enrichment results in smarter insights and more complete intelligence.
Explainability & Structured Reporting
All findings are organized into a clear, human-readable report that explains how each conclusion was reached. Analysts can trace reasoning steps, view evidence, and interact via a Q&A interface for deeper understanding. This transparency builds trust and supports fast, informed decision-making.
Hybrid Analysis
Joe Reverser integrates static, dynamic, and contextual analysis to deliver a 360° threat perspective. It merges code-level insights with behavioral and reputation data from Joe Sandbox and other tools. The result is a balanced and thorough understanding of both intent and impact.
Rich Output Delivery
The platform produces comprehensive intelligence reports featuring behavior summaries, code insights, IOCs, and visual breakdowns. Analysts can interact with results through a conversational interface to ask follow-up questions. This delivers both depth and usability in one unified output.
Try out Joe Reverser
Joe Reverser is available in Cloud Basic.