Tag: Cloud Security

AIaaS · Attack Infrastructure as a Service · CISO-grade threat manifesto · dark HUD cover · 44 threat actors deliberately share 1 cloud-hosted IP address · a market with 2,097 sellers · 480,897 units of inventory · zero compliance frameworks that cover it · 7 laws of AIaaS chips at bottom
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Posted in Cyber Threat

The AIaaS Doctrine · Attack Infrastructure as a Service · What 1.86 Million Cloud-Hosted IOCs Tell Every CISO

Attack Infrastructure as a Service (AIaaS) is coined. 44 threat actors deliberately share one cloud-hosted IP. 76% of persistent adversaries are deliberately diversified. Your allow-list is a target selector. A CISO-grade manifesto with 7 laws, a 10-question scorecard, and a 7-principle defence doctrine.

Lateral Movement Graph Detection — GNN + PageRank on internal VPC Flow Logs — HACKFORLAB cover image
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Posted in Cyber Threat

Lateral Movement Detection via Graph Analysis on VPC Flow Logs

Detect multi-hop lateral movement (SMB, WinRM, RDP, SSH) with GNN, PageRank, and Louvain community detection on AWS VPC Flow Logs.

Low-and-Slow Data Exfiltration Detection — Isolation Forest + LSTM autoencoder on VPC Flow Logs — HACKFORLAB cover image
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Posted in Cyber Threat

Detecting Low-and-Slow Data Exfiltration with Isolation Forest + LSTM

Hunt DNS tunnels, ICMP tunnels, and HTTPS covert channels using Isolation Forest + LSTM autoencoder on AWS VPC Flow Logs.

Botnet Coordination & DDoS Staging Hunt — K-means + hierarchical clustering on VPC Flow Logs — HACKFORLAB cover image
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Posted in Cyber Threat

Hunting Botnet Coordination and DDoS Staging with Clustering

Surface coordinated botnets and pre-DDoS staging via K-means + hierarchical clustering on host behaviour fingerprints from AWS VPC Flow Logs.

Living-off-the-Land Kill Chain Detection — Markov chain + ensemble scoring on VPC Flow Logs — HACKFORLAB cover image
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Posted in Cyber Threat

Living-off-the-Land Kill Chain Detection with Markov Chains

Detect blended LOTL attack chains by modelling network state transitions as Markov chains across MITRE ATT&CK phases on AWS VPC Flow Logs.