procSniper: A Real-Time Lightweight Ransomware Behavioral Prevention Framework Using Local Inference Random Forest Model and Behavioral Telemetry
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Updated
Apr 7, 2026 - Go
procSniper: A Real-Time Lightweight Ransomware Behavioral Prevention Framework Using Local Inference Random Forest Model and Behavioral Telemetry
Omega Walls — a deterministic runtime trust boundary for RAG and AI agents that models cumulative prompt-injection, secret-exfiltration, and tool-abuse pressure before untrusted content reaches context or tools.
Lightweight Linux EDR prototype using eBPF and SQLite to detect suspicious system behaviors through kernel event correlation.
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⭐️ Avira Prime 2026 Download | Full Version Setup Installer | Activation Key Pre-Activated | Latest Build Pro | Premium License Key | Security Suite Antivirus | Malware Protection | Firewall Suite | Internet Privacy Tools | Get Windows 10/11 PC | Direct Genuine Original Installer ⭐️
Protect applications by managing untrusted content with a stateful runtime that enforces risk states and controls actions in RAG and agent systems.
User-space Linux prototype exploring behavioral filesystem monitoring, containment, and recovery semantics.
Behavioral security monitor for single-user Windows machines. Local-first EDR with composite scoring, IOA chain correlation, and replay-tested detection.
Personal learning repository for SAE batch processing, threat detection, and security analytics model development
Behavioral threat detection engine for Windows Sysmon logs — MITRE ATT&CK-mapped rules, correlated incident scoring, analyst triage CLI, and HTML reporting.
Child safety implementation guide for platform developers. Add behavioral detection, content moderation, and KOSA compliance to any platform with a single API. Covers grooming, coercive control, bullying, radicalization, fraud, and 15+ threats across text, voice, image, and video in 27 languages.
Detection engineering lab using Python, SQL, and YAML to identify malicious behavior through log analysis and detection-as-code workflows.
Hardware-gated ransomware protection: TPM-anchored access, device fingerprinting, kernel-level monitoring, and behavioral detection. Windows-ready
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