Network intrusion detection

Build an ML-powered IDS that classifies malicious traffic patterns and generates real-time alerts from network logs.

Password vault & encryption

Design a secure password manager using AES-256 encryption and PBKDF2 key derivation to protect user credentials locally.

Malware analysis sandbox

Create an automated sandbox to execute and analyze suspicious binaries, extract IOCs, and generate behavioral threat reports.

Phishing detection model

Train a classifier to detect phishing URLs and email content using NLP features and domain reputation scoring.

Security event dashboard

Build a SIEM-lite dashboard ingesting syslog data to visualise anomalies, alert thresholds, and incident timelines in real time.

Web app vulnerability scanner

Develop an automated scanner to discover OWASP Top 10 vulnerabilities including SQLi, XSS, and CSRF in test web targets.

Cloud misconfiguration auditor

Scan AWS and GCP environments for exposed buckets, overprivileged IAM roles, and insecure security group configurations.

Incident response toolkit

Build a forensic triage tool that captures volatile memory, parses system artefacts, and produces a structured incident timeline.