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Andrei Toma

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Open Source IDS vs Commercial SIEM: When You Don't Need Splunk

Open Source IDS vs Commercial SIEM: When You Don't Need Splunk

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7 min read

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How HookProbe Detects CVE-2024-21182 (Oracle WebLogic Server)

How HookProbe Detects CVE-2024-21182 (Oracle WebLogic Server)

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5 min read
CyberAI vs Traditional IDS: Why Signatures are Failing the Edge

CyberAI vs Traditional IDS: Why Signatures are Failing the Edge

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7 min read
Edge-First Security: One Node’s Detection, everyone's Protection

Edge-First Security: One Node’s Detection, everyone's Protection

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7 min read
AI-Native IDS: Beyond Signature-Based Detection at the Edge

AI-Native IDS: Beyond Signature-Based Detection at the Edge

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6 min read
AI-Native IDS: Revolutionizing Edge Security for SMBs and MSSPs

AI-Native IDS: Revolutionizing Edge Security for SMBs and MSSPs

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7 min read
Mastering Autonomous Threat Hunting with Edge-First ML

Mastering Autonomous Threat Hunting with Edge-First ML

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6 min read
AI-Native Network Security: Real-Time Threat Detection at the Edge

AI-Native Network Security: Real-Time Threat Detection at the Edge

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8 min read
Zero Trust for IoT: Bridging the Gap Between Edge and Cloud

Zero Trust for IoT: Bridging the Gap Between Edge and Cloud

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7 min read
Scaling MSSP Operations with Edge-First Security Automation

Scaling MSSP Operations with Edge-First Security Automation

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6 min read
AI-Native IDS on Raspberry Pi: Distributed Edge Protection

AI-Native IDS on Raspberry Pi: Distributed Edge Protection

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7 min read
Beyond Signatures: The Shift to AI-Native Network Security Monitoring

Beyond Signatures: The Shift to AI-Native Network Security Monitoring

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6 min read
Transforming a Raspberry Pi 5 into an Edge-First Autonomous SOC Node

Transforming a Raspberry Pi 5 into an Edge-First Autonomous SOC Node

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7 min read
Scaling MSSP Operations: Reducing Alert Fatigue with Autonomous Hunting

Scaling MSSP Operations: Reducing Alert Fatigue with Autonomous Hunting

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5 min read
Transform Raspberry Pi into an AI-Native IDS with NAPSE

Transform Raspberry Pi into an AI-Native IDS with NAPSE

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7 min read
Automating Incident Response at the Network Edge with Low-Latency ML

Automating Incident Response at the Network Edge with Low-Latency ML

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6 min read
Moving the SOC to the Edge: Real-time Threat Detection with Zeek and Suricata

Moving the SOC to the Edge: Real-time Threat Detection with Zeek and Suricata

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6 min read
HookProbe Blocks High-Confidence Anomaly Threat Actors

HookProbe Blocks High-Confidence Anomaly Threat Actors

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5 min read
AI-Native IDS: Revolutionizing Threat Detection at the Network Edge

AI-Native IDS: Revolutionizing Threat Detection at the Network Edge

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7 min read
HookProbe Blocks High-Confidence Network Anomalies at the Edge

HookProbe Blocks High-Confidence Network Anomalies at the Edge

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5 min read
The Power of Distributed Consensus in Autonomous SOCs

The Power of Distributed Consensus in Autonomous SOCs

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6 min read
Scaling MSSP Operations with Autonomous Threat Detection

Scaling MSSP Operations with Autonomous Threat Detection

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7 min read
How HookProbe Detects CVE-2009-0238 (Microsoft Office)

How HookProbe Detects CVE-2009-0238 (Microsoft Office)

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6 min read
HookProbe Defeats Edge Anomalies with Hydra Sentinel

HookProbe Defeats Edge Anomalies with Hydra Sentinel

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5 min read
Zero Trust for IoT: Bridging the Gap Between IT and OT Security

Zero Trust for IoT: Bridging the Gap Between IT and OT Security

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8 min read
Scaling MSSP Operations: Reducing Alert Fatigue via Autonomous SOC

Scaling MSSP Operations: Reducing Alert Fatigue via Autonomous SOC

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6 min read
AI-Native IDS: Defending SMBs Against Edge-Based Ransomware

AI-Native IDS: Defending SMBs Against Edge-Based Ransomware

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5 min read
Scaling Autonomous SOC Operations for SMBs: Edge-First Guide

Scaling Autonomous SOC Operations for SMBs: Edge-First Guide

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6 min read
HookProbe Detects High-Entropy Malicious Edge Threats

HookProbe Detects High-Entropy Malicious Edge Threats

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5 min read
How HookProbe Detects CVE-2026-1340: Preventing Unauthenticated RCE in Ivanti EPMM

How HookProbe Detects CVE-2026-1340: Preventing Unauthenticated RCE in Ivanti EPMM

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5 min read
Zero Trust at the Edge: Securing Shadow IoT in Distributed Networks

Zero Trust at the Edge: Securing Shadow IoT in Distributed Networks

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6 min read
HookProbe AI-Native Edge IDS: Neutralizing Edge Anomalies

HookProbe AI-Native Edge IDS: Neutralizing Edge Anomalies

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5 min read
How HookProbe Detects CVE-2026-1340 (Ivanti Endpoint Manager Mobile (EPMM))

How HookProbe Detects CVE-2026-1340 (Ivanti Endpoint Manager Mobile (EPMM))

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5 min read
HookProbe Detects and Blocks High-Confidence Edge Threats

HookProbe Detects and Blocks High-Confidence Edge Threats

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5 min read
HookProbe Detects Malicious CNO Multi-RAG Threat Actors

HookProbe Detects Malicious CNO Multi-RAG Threat Actors

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5 min read
HookProbe Detects Malicious CNO Multi-RAG Threat Actors

HookProbe Detects Malicious CNO Multi-RAG Threat Actors

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5 min read
How HookProbe Detects CVE-2026-34197 (Apache ActiveMQ)

How HookProbe Detects CVE-2026-34197 (Apache ActiveMQ)

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5 min read
HookProbe Blocks High-Entropy Malicious Reconnaissance

HookProbe Blocks High-Entropy Malicious Reconnaissance

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5 min read
HookProbe Detects High-Entropy IP Threats via AEGIS SCRIBE

HookProbe Detects High-Entropy IP Threats via AEGIS SCRIBE

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5 min read
HookProbe Detects High-Entropy Malicious IP Clusters

HookProbe Detects High-Entropy Malicious IP Clusters

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5 min read
How HookProbe Detects CVE-2026-33825 (Microsoft Defender)

How HookProbe Detects CVE-2026-33825 (Microsoft Defender)

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5 min read
Zero Trust for IoT: Hardening the Network Perimeter with HookProbe

Zero Trust for IoT: Hardening the Network Perimeter with HookProbe

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6 min read
How HookProbe Detects CVE-2026-39987 (Marimo Marimo)

How HookProbe Detects CVE-2026-39987 (Marimo Marimo)

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5 min read
Securing the Edge: Why Traditional IDS Fails in IoT Environments

Securing the Edge: Why Traditional IDS Fails in IoT Environments

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7 min read
How HookProbe Detects CVE-2025-29635 (D-Link DIR-823X)

How HookProbe Detects CVE-2025-29635 (D-Link DIR-823X)

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5 min read
SOC Evolution: From Manual Triage to Autonomous Response

SOC Evolution: From Manual Triage to Autonomous Response

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7 min read
Reducing Alert Fatigue: ML-Driven NSM for Modern SOCs

Reducing Alert Fatigue: ML-Driven NSM for Modern SOCs

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7 min read
We Open-Sourced 627,000 Labeled Edge-IDS Verdicts on HuggingFace

We Open-Sourced 627,000 Labeled Edge-IDS Verdicts on HuggingFace

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5 min read
HookProbe Neutralizes High-Entropy Threats at the Edge

HookProbe Neutralizes High-Entropy Threats at the Edge

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5 min read
HookProbe AI Edge IDS Blocks High-Entropy CNO Attacks

HookProbe AI Edge IDS Blocks High-Entropy CNO Attacks

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6 min read
How HookProbe Detects CVE-2026-20122 (Cisco Catalyst SD-WAN Manager)

How HookProbe Detects CVE-2026-20122 (Cisco Catalyst SD-WAN Manager)

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5 min read
HookProbe Edge IDS: Blocking Real-Time Malicious Anomalies

HookProbe Edge IDS: Blocking Real-Time Malicious Anomalies

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6 min read
How HookProbe Detects CVE-2026-1340: Unauthenticated RCE in Ivanti Endpoint Manager Mobile (EPMM)

How HookProbe Detects CVE-2026-1340: Unauthenticated RCE in Ivanti Endpoint Manager Mobile (EPMM)

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5 min read
How HookProbe Detects CVE-2012-1854 (Microsoft Visual Basic for Applications (VBA))

How HookProbe Detects CVE-2012-1854 (Microsoft Visual Basic for Applications (VBA))

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5 min read
HookProbe Blocks Edge Anomalies: Ending Latency Lag

HookProbe Blocks Edge Anomalies: Ending Latency Lag

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6 min read
Turn Raspberry Pi into an AI-Native Edge IDS with NAPSE

Turn Raspberry Pi into an AI-Native Edge IDS with NAPSE

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6 min read
How HookProbe Detects CVE-2026-3502 (TrueConf Client) Code Integrity Vulnerability

How HookProbe Detects CVE-2026-3502 (TrueConf Client) Code Integrity Vulnerability

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5 min read
HookProbe AI Edge IDS Blocks High-Confidence Anomalous Threats

HookProbe AI Edge IDS Blocks High-Confidence Anomalous Threats

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5 min read
HookProbe Edge IDS Blocks High-Confidence Anomaly Threats

HookProbe Edge IDS Blocks High-Confidence Anomaly Threats

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5 min read
HookProbe Detects Multi-RAG Malicious IP Consensus Threats

HookProbe Detects Multi-RAG Malicious IP Consensus Threats

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5 min read
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