#2Tools for observing malware behavior in isolated environments to understand its actions and impact.
Kitploit recommended

Cross-platform CUI process memory scanner built on Frida for finding, filtering, patching, and dumping live process memory during reverse engineering…
Frida-based tool that ports Cheat Engine's MonoDataCollector to Android and iOS, enabling runtime Mono/IL2CPP data collection and memory inspection…

🐈⬛ WIP Suite for reverse engineering JVM applications

Controlled vulnerability research and reproduction lab for CVE-2020-14343 in PyYAML

Some bugs found via binary instrumentation and fuzzing

Dynamic branch-divergence finder for native code -- traces two Frida executions and finds the exact instruction where they diverge.

Frida toolkit that bypasses SSL/TLS certificate pinning on Android apps, hooking Java TrustManager, OkHttp, Conscrypt, and native OpenSSL/BoringSSL…

Multi-format malware analysis platform combining a stealth Ring-3 Windows sandbox, static PE/PDF analyzers, ransomware key recovery, and an AI…

Natural-language Android automation agent that drives real devices via ADB, captures Logcat and screenshots, and exposes an MCP server for AI IDEs…

Educational cyber range for CVE-2026-59827 (Metabase H2 unsafe deserialization / CWE-502). Isolated Docker lab — training only, not for attacking…

Standalone Windows VM malware sandbox running capemon, with GUI triage viewer, YARA signatures, IOC extraction, network analysis, and…

Containerized educational CTF lab emulating CVE-2026-80428 (CWE-502 deserialization) for safe, isolated student and researcher practice.

eBPF-based runtime detector for container breakout vulnerabilities in runc and Docker, monitoring syscalls and Docker daemon calls to detect…

Emulates Windows PE execution using Unicorn engine for malware analysis, unpacking packed binaries, and decrypting VMProtect strings and imports.

.NET debugger and assembly editor

Cuckoo Sandbox is an automated dynamic malware analysis system

A frida tool to dump dex in memory to support security engineers analyzing malware.