⤷ Title: Active Directory Attack Simulation and AI-Assisted Threat Detection with Popular SIEM Tools-Part 4
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𐀪 Author: Robert Onyango
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ⴵ Time: Wed, 17 Dec 2025 15:01:00 GMT
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⌗ Tags: #detection_engineering #penetration_testing #active_directory #artificial_intelligence #threat_detection
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𐀪 Author: Robert Onyango
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ⴵ Time: Wed, 17 Dec 2025 15:01:00 GMT
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⌗ Tags: #detection_engineering #penetration_testing #active_directory #artificial_intelligence #threat_detection
Medium
Active Directory Attack Simulation and AI-Assisted Threat Detection with Popular SIEM Tools-Part 4
SMB Relay Attack
⤷ Title: From Breaking Scripts to Understanding Systems: My Early Lessons in Cybersecurity
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𐀪 Author: Sujhal Gurav
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ⴵ Time: Thu, 25 Dec 2025 17:18:13 GMT
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⌗ Tags: #detection_engineering #purple_team #security_research #ethical_hacking #cybersecurity
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𐀪 Author: Sujhal Gurav
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ⴵ Time: Thu, 25 Dec 2025 17:18:13 GMT
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⌗ Tags: #detection_engineering #purple_team #security_research #ethical_hacking #cybersecurity
Medium
From Breaking Scripts to Understanding Systems: My Early Lessons in Cybersecurity
This is my first Medium post.
⤷ Title: Detection Rule Fragility: Design Pitfalls Every Detection Engineer Must Know
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𐀪 Author: SOCLabs
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ⴵ Time: Sun, 04 Jan 2026 11:44:39 GMT
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⌗ Tags: #blue_team #infosec #threat_detection #cybersecurity #detection_engineering
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𐀪 Author: SOCLabs
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ⴵ Time: Sun, 04 Jan 2026 11:44:39 GMT
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⌗ Tags: #blue_team #infosec #threat_detection #cybersecurity #detection_engineering
Medium
Detection Rule Fragility: Design Pitfalls Every Detection Engineer Must Know
In a modern security defense stack, Detection Engineering is a critical capability. For many new security analysts, writing detection rules…
⤷ Title: From Pentest Findings to Falsifiable, Reproducible Proof
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𐀪 Author: Andreas
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ⴵ Time: Sun, 11 Jan 2026 10:09:16 GMT
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⌗ Tags: #automation_security #detection_engineering #application_security #pentesting
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𐀪 Author: Andreas
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ⴵ Time: Sun, 11 Jan 2026 10:09:16 GMT
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⌗ Tags: #automation_security #detection_engineering #application_security #pentesting
Medium
From Pentest Findings to Falsifiable, Reproducible Proof
Nuclei Templates as Detection Engineering, across pentest and threat-model assumptions
⤷ Title: Detection Engineering: The Skill Nobody Teaches You
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𐀪 Author: Paritosh
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ⴵ Time: Mon, 02 Feb 2026 06:55:39 GMT
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⌗ Tags: #cybersecurity #hacking #threat_hunting #detection_engineering #ai
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𐀪 Author: Paritosh
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ⴵ Time: Mon, 02 Feb 2026 06:55:39 GMT
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⌗ Tags: #cybersecurity #hacking #threat_hunting #detection_engineering #ai
Medium
Detection Engineering: The Skill Nobody Teaches You
Why modern security fails silently — and how building better detections actually changes outcomes.
⤷ Title: Detection Logic Bugs: Abusable Gaps in Detection Coverage
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𐀪 Author: Nikolas Bielski
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ⴵ Time: Fri, 13 Mar 2026 07:05:04 GMT
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⌗ Tags: #threat_hunting #cloud_security #detection_engineering #hacking #information_security
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𐀪 Author: Nikolas Bielski
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ⴵ Time: Fri, 13 Mar 2026 07:05:04 GMT
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⌗ Tags: #threat_hunting #cloud_security #detection_engineering #hacking #information_security
Medium
Detection Logic Bugs: Abusable Gaps in Detection Coverage
Detection Logic Bugs exist everywhere. Practitioners are starting to wake up. Vendor “100% Coverage” claims have a fallacy that leaves you…
⤷ Title: SigHunt — TryHackMe
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𐀪 Author: Nway Nway Zay Ya
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ⴵ Time: Fri, 17 Apr 2026 11:55:40 GMT
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⌗ Tags: #detection_engineering #tryhackme_walkthrough #tryhackme #cybersecurity #writeup
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𐀪 Author: Nway Nway Zay Ya
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ⴵ Time: Fri, 17 Apr 2026 11:55:40 GMT
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⌗ Tags: #detection_engineering #tryhackme_walkthrough #tryhackme #cybersecurity #writeup
Medium
SigHunt — TryHackMe
This is my walkthrough for SigHunt, a premium room from TryHackMe, part of the Detection Engineering module and SOC Level 2 learning path.
⤷ Title: Inside the Protocol: Master Kerberos Defense and Detection with Kerlab’s Rust Toolkit
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𐀪 Author: ddos
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ⴵ Time: Mon, 27 Apr 2026 15:28:47 +0000
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⌗ Tags: #Open Source Tool #brute_force #Cyber Security 2026 #Detection Engineering #InfoSec Tool #Kerberos #Kerlab #Mimikatz #password spraying #Rubeus #Rust #TGS #TGT
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𐀪 Author: ddos
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ⴵ Time: Mon, 27 Apr 2026 15:28:47 +0000
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⌗ Tags: #Open Source Tool #brute_force #Cyber Security 2026 #Detection Engineering #InfoSec Tool #Kerberos #Kerlab #Mimikatz #password spraying #Rubeus #Rust #TGS #TGT
Penetration Testing Tools
Inside the Protocol: Master Kerberos Defense and Detection with Kerlab’s Rust Toolkit
Explore Kerlab: A high-performance Rust tool for mastering Kerberos. From TGT/TGS requests to brute-forcing, build better detection rules with hands-on labs.
⤷ Title: The Autonomous Blue Team: Build a Self-Healing SIEM with the AI Detection Engineering Lab
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𐀪 Author: ddos
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ⴵ Time: Fri, 08 May 2026 09:13:19 +0000
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⌗ Tags: #Open Source Tool #AI security #Blue Team Automation #Claude Code #Detection Engineering #DevSecOps #Elastic Security #Fawkes C2 #MITRE ATT&CK #SIEM #Sigma Rules #Splunk #Threat Intel
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𐀪 Author: ddos
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ⴵ Time: Fri, 08 May 2026 09:13:19 +0000
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⌗ Tags: #Open Source Tool #AI security #Blue Team Automation #Claude Code #Detection Engineering #DevSecOps #Elastic Security #Fawkes C2 #MITRE ATT&CK #SIEM #Sigma Rules #Splunk #Threat Intel
Penetration Testing Tools
The Autonomous Blue Team: Build a Self-Healing SIEM with the AI Detection Engineering Lab
Deploy an AI-powered detection pipeline using Claude Code. Automate the full SIEM lifecycle, from Sigma rule authoring to MITRE ATT&CK validation and tuning.
⤷ Title: Catching APT29 staging malware in 197k+ Sysmon events (and why your detection rule misses it)
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𐀪 Author: Manish Rawat
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ⴵ Time: Tue, 12 May 2026 12:01:01 GMT
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⌗ Tags: #infosec #blue_team #cybersecurity #threat_hunting #detection_engineering
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𐀪 Author: Manish Rawat
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ⴵ Time: Tue, 12 May 2026 12:01:01 GMT
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⌗ Tags: #infosec #blue_team #cybersecurity #threat_hunting #detection_engineering
Medium
Catching APT29 staging malware in 197k+ Sysmon events (and why your detection rule misses it)
Most SOC teams only watch process creation. I watch what processes load.