
Final-project-SQL-injection-pipeline
Hybrid machine-learning pipelines for detecting SQL injection in web traffic, combining DistilBERT and BERT-GNN models with adversarial training and…

Hybrid machine-learning pipelines for detecting SQL injection in web traffic, combining DistilBERT and BERT-GNN models with adversarial training and…

Implementation of RITA (Real Intelligence Threat Analytics) in Jupyter Notebook with improved scoring algorithm.

Open-source network IDS/IPS/NSM engine for real-time traffic inspection, intrusion detection and prevention, protocol analysis, and rule-based threat…

The Console Monitor Driver is a KMDF kernel-mode filter driver that captures certain Fast I/O operations (input and output) that is sent to or from…

Splunk app for integrating and analyzing Corelight network detection data, enabling real-time threat hunting and incident response.

A Zeek OSPF packet analyzer based on Spicy.

A real-time traffic monitoring tool that detects and displays network traffic volume per IP address to identify potential DDoS attacks.

Lightweight Python-based IDS that monitors network traffic in real-time using Scapy, detecting DoS/DDoS attacks via per-IP request rate analysis with…

An event-driven network monitoring platform that performs live packet capture (Npcap), low-latency traffic analytics, and unsupervised threat…

Kernel-level security & attack response for Linux servers.

Simulates CVE-2024-38063 TCP/IP remote code execution attack, captures network traffic with TShark, and trains a machine learning model to detect…

Lightweight network intrusion detection engine capturing live traffic with libpcap. Detects SYN/ICMP floods, port scans, and signature-based web…

Monitor your local neighbourhood's bluetooth activity

FLNET2023 is a dataset designed for intrusion detection in Federated Learning scenarios. It's built using the CORE emulator, simulating a realistic…

Real-time malicious traffic detection system using public blacklists, static malware trails, and heuristic analysis to identify threats across DNS,…

Open source entropy based invalid traffic detection and pre-bid filtering.

Web-based Traffic and Cybersecurity Network Traffic Monitoring

A package for capturing and analyzing network flow data and intraflow data, for network research, forensics, and security monitoring.