--- title: "#detection articles | Hashnode" description: "Explore 33 articles tagged #detection on Hashnode. Tutorials, guides, and how-tos from the community." url: "https://hashnode.com/tag/detection" --- Tag # #detection 33 posts · 2 followers [Netomize Official Blog](https://hashnode.com/@mfmokbel) · [21h ago](https://hashnode.com/posts/frame-bench-3-2-ask-a-model-about-a-capture-and-check-every-answer/6af5ecdb6bb02e6c24029f9d) ### [Frame Bench 3.2: ask a model about a capture, and check every answer](https://blog.netomize.ca/frame-bench-3-2-ask-a-model-about-a-capture-and-check-every-answer?utm_source=hashnode&utm_medium=feed) Frame Bench 3.2 adds an AI assistant that shows you the exact text before anything is sent and checks every citation against the capture, a much faster Send to a network, sixteen guided protocol builders, Kerberos decoding, stream filters, Decrypt all streams, and YARA-X built in. 9 min read · [blog.netomize.ca](https://blog.netomize.ca/frame-bench-3-2-ask-a-model-about-a-capture-and-check-every-answer?utm_source=hashnode&utm_medium=feed) [Khubru Alee](https://hashnode.com/@wajahatalee) · [1d ago](https://hashnode.com/posts/how-to-read-an-ai-detection-report-and-why-a-score-is-not-proof/6af58c613f2c2ca2a5697fbe) ### [How to Read an AI Detection Report (and Why a Score Is Not Proof)](https://rewriteai.hashnode.dev/how-to-read-an-ai-detection-report-and-why-a-score-is-not-proof?utm_source=hashnode&utm_medium=feed) What the AI probability, human probability and confidence value actually mean, and why sentence-level notes matter more than the headline score. 5 min read · [rewriteai.hashnode.dev](https://rewriteai.hashnode.dev/how-to-read-an-ai-detection-report-and-why-a-score-is-not-proof?utm_source=hashnode&utm_medium=feed) [2](https://hashnode.com/posts/how-to-read-an-ai-detection-report-and-why-a-score-is-not-proof/6af58c613f2c2ca2a5697fbe) [Khubru Alee](https://hashnode.com/@wajahatalee) · [1d ago](https://hashnode.com/posts/what-an-ai-detector-told-us-about-a-human-written-paragraph/6af585d9e69f83447ef39ed2) ### [What an AI Detector Told Us About a Human-Written Paragraph](https://rewriteai.hashnode.dev/what-an-ai-detector-told-us-about-a-human-written-paragraph?utm_source=hashnode&utm_medium=feed) A human-written paragraph scored 99% AI in our test. Why formal, regular writing can look machine-made, and how to read a score fairly. 4 min read · [rewriteai.hashnode.dev](https://rewriteai.hashnode.dev/what-an-ai-detector-told-us-about-a-human-written-paragraph?utm_source=hashnode&utm_medium=feed) [Ashitha Ravindran](https://hashnode.com/@ashitharavindran) · [Jul 7](https://hashnode.com/posts/catch-new-errors-in-production-before-your-users-do/6a4d12591dfc7374ab7147fb) ### [Catch New Errors in Production Before Your Users Do](https://epok.hashnode.dev/catch-new-errors-in-production-before-your-users-do?utm_source=hashnode&utm_medium=feed) Catch New Errors in Production Before Your Users DoThe errors that take you down are the ones you've never seen before. Here's how automatic fingerprinting catches new errors in production on the firs 8 min read · [epok.hashnode.dev](https://epok.hashnode.dev/catch-new-errors-in-production-before-your-users-do?utm_source=hashnode&utm_medium=feed) [Jamal](https://hashnode.com/@JamalM) · [May 20](https://hashnode.com/posts/most-cybersecurity-tools-are-solving-the-wrong-problem/6a0cffc88837277411b94056) ### [Most Cybersecurity Tools Are Solving the Wrong Problem](https://jamalmcyber.hashnode.dev/most-cybersecurity-tools-are-solving-the-wrong-problem?utm_source=hashnode&utm_medium=feed) After months building my own detection system, I'm convinced the industry has been optimizing for the wrong metric. Here is what the data actually shows. 11 min read · [jamalmcyber.hashnode.dev](https://jamalmcyber.hashnode.dev/most-cybersecurity-tools-are-solving-the-wrong-problem?utm_source=hashnode&utm_medium=feed) [Jebitok](https://hashnode.com/@w1t3r) · [Mar 20](https://hashnode.com/posts/sharepoint-online-monitoring-tryhackme/69bd40ae475ca17974f3efaf) ### [SharePoint Online Monitoring (TryHackMe)](https://www.sharonjebitok.com/sharepoint-online-monitoring-tryhackme?utm_source=hashnode&utm_medium=feed) Introduction SharePoint Online is one of the most targeted M365 services, as it often stores sensitive files and can be used to propagate the attack. This room will explore the most common attack scen 13 min read · [sharonjebitok.com](https://www.sharonjebitok.com/sharepoint-online-monitoring-tryhackme?utm_source=hashnode&utm_medium=feed) [Tiamat](https://hashnode.com/@tiamat) · [Mar 9](https://hashnode.com/posts/self-mutating-ai-malware-why-traditional-antivirus-is-dead/69af5cb62f1758a3c4b19a9e) ### [Self-Mutating AI Malware — Why Traditional Antivirus Is Dead](https://tiamat-ai.hashnode.dev/self-mutating-ai-malware-why-traditional-antivirus-is-dead?utm_source=hashnode&utm_medium=feed) TL;DR Cybercriminals are using AI to build malware that mutates during execution, adapts to defenses in real time, and evades signature-based detection. Traditional antivirus is obsolete. Your SOC needs behavioral detection + AI-driven threat predict... 5 min read · [tiamat-ai.hashnode.dev](https://tiamat-ai.hashnode.dev/self-mutating-ai-malware-why-traditional-antivirus-is-dead?utm_source=hashnode&utm_medium=feed) [Umamaheswari B](https://hashnode.com/@amU01) · [Jan 20](https://hashnode.com/posts/man-in-the-middle-detection-tryhackme-write-up/696f3154f9f148a6d3cab598) ### [Man-in-the-Middle Detection | Tryhackme Write-up](https://bit01net.hashnode.dev/man-in-the-middle-detection-tryhackme-write-up?utm_source=hashnode&utm_medium=feed) Network traffic analysis 4 min read · [bit01net.hashnode.dev](https://bit01net.hashnode.dev/man-in-the-middle-detection-tryhackme-write-up?utm_source=hashnode&utm_medium=feed) [Sohan Kanna](https://hashnode.com/@Farrier) · [Dec 24, 2025](https://hashnode.com/posts/how-red-team-reconnaissance-shows-up-as-soc-alerts/694b80a51f167078e6554222) ### [How Red Team Reconnaissance Shows Up as SOC Alerts](https://sohankanna.hashnode.dev/how-red-team-reconnaissance-shows-up-as-soc-alerts?utm_source=hashnode&utm_medium=feed) An analysis of how common red team reconnaissance techniques surface as logs and alerts in SOC environments, and why early detection matters. 4 min read · [sohankanna.hashnode.dev](https://sohankanna.hashnode.dev/how-red-team-reconnaissance-shows-up-as-soc-alerts?utm_source=hashnode&utm_medium=feed) [abishekvengeri](https://hashnode.com/@abishekvengei) · [Dec 14, 2025](https://hashnode.com/posts/web-server-threat-detection-apache-logs-in-splunk/693e53852287844f04774491) ### [Web Server Threat Detection — Apache logs in Splunk](https://abishekvengeri.hashnode.dev/web-server-threat-detection-apache-logs-in-splunk?utm_source=hashnode&utm_medium=feed) Platform: Apache on Ubuntu → Splunk EnterpriseGoal: Detect reconnaissance and probing activity on a web server by monitoring 404s and access to admin paths. summary I set up a Splunk Universal Forwarder on an Ubuntu VM to forward Apache access logs t... 4 min read · [abishekvengeri.hashnode.dev](https://abishekvengeri.hashnode.dev/web-server-threat-detection-apache-logs-in-splunk?utm_source=hashnode&utm_medium=feed)