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

An example sandbox using AppContainer (Windows 8+)
opensource repo for validating agentic AI applications: redteam, behavior, supply-chain, static analysis

Memoro: A Detailed Heap Profiler

CVE-Factory

A flexible playground for Android CTF challenges.

A proof of concept demonstrating instrumentation callbacks on Windows 10 21h1 with a TLS variable to ensure all syscalls are caught.

A Web Malware Scanner

Shellcode emulator written with Unicorn Framework With Process Dump Emulation Environment

Some good resources for getting started with application security

A command line Windows API tracing tool for Golang binaries.

Trace-assisted VMProtect devirtualization research platform: version front-ends feed a shared Remill/LLVM backend to lift handlers, recover dataflow,…

Rust port of REA, a local-only reverse-engineering tool with CLI/MCP workflows and a native Ghidra worker

Python tool and library to help analyze files during malware triage and analysis.

Access radare2 from anywhere, anytime.

Coverage-based fuzzer for python applications

Live kernel signal observability tool using eBPF tracepoints to stream every signal raised on a Linux host, showing sender, target, disposition,…

PoC Frida script to view Android libbinder traffic

Web-based tool for browsing mobile application sandboxes, previewing SQLite databases and binary files, and downloading app data via Frida…