Detect threats using Elastic Stack + Sysmon parsing for Windows events.
Python-based tool to validate open ports against CIS benchmarks.
Interactive web app for security training with real-life attack injection.
Crack and analyze weak hashes using Hashcat + Python scripts.
Automated exploit execution with report generation.
Host and detect clone sites with DNS logs & user alerts.
Decompile apps & detect hardcoded secrets using MobSF.
Capture and analyze WPA/WPA2 handshakes in live networks.
OIDC + Keycloak integration with enterprise apps.
Dynamic RBAC implementation in Django with audit logs.
OTP, QR-based MFA using Node.js + Twilio API.
GCP/AWS IAM policy misconfig scanner with CLI output.
Kibana dashboards built for Windows event logs.
Playbooks using TheHive + Cortex integrations.
Customize detection rules in Wazuh for optimal noise filtering.
Traffic analysis and detection script for Covert DNS.
Regex pattern scans + alerts for sensitive data in GitHub repos.
Mask & tokenize PII using Python + Faker + vault keys.
Encrypted, compressed, and S3-uploaded MySQL dumps.
Scan web apps for privacy issues and cookie policy violations.
Visualize and test iptables rules with Python.
Replay .pcap files using Scapy for forensic testing.
Script-based detection of DNS poisoning in local networks.
Simulate network attacks in GNS3 lab with firewalls.
Identify public buckets + audit ACLs with boto3.
Automate security scan on IAC using tfsec.
Simulate privilege escalation in cloud setups.
Detect credentials in Lambda, ENV & Terraform files.
Selenium tests to exploit OWASP top 10 flaws.
Python-based brute-forcer with CAPTCHA bypass checks.
SonarQube & GitHub Actions for continuous scan.
Intentionally vulnerable SSRF lab for training.
Automated checklist with compliance scoring.
Track vulnerabilities, likelihood, and impact.
Immutable logs via Blockchain-like hash chaining.
Map app features to SOC2 trust criteria.
Adversarial sample attack on image classifiers.
Use LIME to expose bias and opacity in models.
Inject noise to degrade NLP model accuracy.
Rate-limited, JWT-protected ML inference APIs.
Nmap + Subfinder + Shodan integrated tool.
Built using Python & requests module.
Simulated domain for Kerberoasting & Pass-the-Hash.
Detects security headers and misconfigurations.
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