CyberLearn — Interactive Cybersecurity Projects

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Real-time syscall tracing tool using eBPF for security observability — monitors process execution, file access, network connections, privilege changes, and system operations to detect suspicious behavior.

This is a quick overview — security theory, architecture, and full walkthroughs are in the learn modules.

What It Does

Real-time syscall monitoring via eBPF tracepoints (process, file, network, privilege, system)
10 built-in detection rules mapped to MITRE ATT&CK techniques
Correlated event analysis for multi-step attacks (reverse shell detection, privilege escalation chains)
Multiple output formats: live color-coded stream, JSON, table summary
Configurable severity filtering (LOW, MEDIUM, HIGH, CRITICAL)
Event enrichment from /proc filesystem (parent process, username)
Clean signal handling and eBPF program cleanup

Quick Start

./install.sh
sudo uv run ebpf-tracer

[!TIP] This project uses just as a command runner. Type just to see all available commands.

Install: curl -sSf https://just.systems/install.sh | bash -s -- --to ~/.local/bin

Usage

sudo uv run ebpf-tracer                       # trace all syscalls (live mode)
sudo uv run ebpf-tracer -f json -s MEDIUM      # JSON output, MEDIUM+ severity
sudo uv run ebpf-tracer -t network             # only network events
sudo uv run ebpf-tracer --detections           # only show detection alerts
sudo uv run ebpf-tracer -c nginx               # filter by process name
sudo uv run ebpf-tracer -o events.jsonl        # write events to file while streaming

Detection Rules

ID	Name	Severity	MITRE ATT&CK	Trigger
D001	Privilege Escalation	CRITICAL	T1548	setuid(0) by non-root
D002	Sensitive File Read	MEDIUM	T1003.008	/etc/shadow access by non-root
D003	SSH Key Access	MEDIUM	T1552.004	SSH key file access
D004	Process Injection	MEDIUM	T1055.008	ptrace ATTACH/SEIZE
D005	Kernel Module Load	HIGH	T1547.006	init_module syscall
D006	Reverse Shell	CRITICAL	T1059.004	connect + shell execve sequence
D007	Persistence via Cron	MEDIUM	T1053.003	Write to cron directories
D008	Persistence via Systemd	MEDIUM	T1543.002	Write to systemd unit dirs
D009	Log Tampering	MEDIUM	T1070.002	Log file deletion/truncation
D010	Suspicious Mount	HIGH	T1611	mount syscall

Learn

This project includes step-by-step learning materials covering security theory, architecture, and implementation.

Module	Topic
00 - Overview	Prerequisites and quick start
01 - Concepts	eBPF theory and security observability
02 - Architecture	System design and data flow
03 - Implementation	Code walkthrough
04 - Challenges	Extension ideas and exercises

License

AGPL 3.0