Practical content from industry professionals on digital forensics · data recovery · cyber security · KVKK compliance.
Faulted ZFS pool, detached Storage Spaces virtual disk, accidentally initialized SAN LUN. In enterprise storage recovery one wrong command turns a recoverable situation into permanent loss. Uberblock and metadata, parity and slabs, LUN mapping, the danger of rebuild/resilver, and the image-first methodology.
Read moreYour backup may exist, but is it recoverable? Corrupt Veeam VBK/VIB chains, Acronis TIBX archives, LTO tape read errors and wrong block size, dedup store corruption, ransomware-encrypted repositories. Item-level extraction from a damaged chain, the 3-2-1 rule and untested backups.
Read moreThe cloud is not a backup, it is a synchronization service: deletion and ransomware encryption spread to every device. Recovering deleted files from Google Drive, OneDrive and Dropbox, trash and version history windows, Workspace and Microsoft 365 admin recovery, local cached copies, and data protection.
Read moreThe full map of AI security: autonomous AI agent security, LLM prompt injection and jailbreak, AI red teaming, trading AI security, AI risk management (NIST AI RMF, ISO 42001, EU AI Act), automated vulnerability scanning, smart contract auditing and verified vulnerabilities. A hub linking the in-depth guide for each topic and the sovereign KAOS AI security engine.
Read moreSecurity teams drown in thousands of unverified scanner alerts, most of them false positives. KAOS verifies every finding with a canary, proves it with a PoC and prioritizes by proven exploitability. The cost of false positives, how verification works, safe automated remediation.
Read moreA mobile app binary is in the attacker's hands. KAOS analyzes Android APK and iOS apps: insecure storage, hardcoded secrets, weak crypto, exported components, backend exposure. The OWASP MASVS and MASTG framework, static and dynamic analysis, KVKK implications.
Read moreSmart contract bugs are irreversible and catastrophic. KAOS automatically analyzes contracts, detects classes such as reentrancy, access control and oracle manipulation, and verifies exploitability. Static and dynamic analysis, common vulnerability classes, Slither and Mythril, AI scaled auditing. It complements human review.
Read moreMost companies do not know their own exposed assets: forgotten subdomains, open panels, leaked credentials. KAOS continuously discovers external assets, fingerprints technology, finds exposures and verifies which are truly exploitable. Asset discovery, shadow IT, continuous monitoring and prioritization.
Read moreClassic vulnerability scanners flood teams with unverified false positives. KAOS continuously scans, writes exploits and verifies with canary anchors, so every reported finding is real. The difference between scanning and verified vulnerability management, the lifecycle, CVSS plus EPSS prioritization, multi agent coverage and continuous monitoring.
Read moreThree core frameworks for AI governance: the European Union AI Act with risk based obligations, the NIST AI Risk Management Framework with four functions, ISO/IEC 42001 as a certifiable management system. Alignment with ISO 27001 and data protection. Cross border reach for companies and DSET's evidence based compliance support.
Read moreThe threat model of autonomous trading bots: oracle and price manipulation, prompt injection hidden in the data feed, private key management, missing spend caps and circuit breakers, smart contract risk. Why on chain verifiability is a necessity. DSET's three axis audit: AI, web3, and infrastructure.
Read moreWhat AI red teaming is and why it differs from classic pentesting. Probabilistic target, natural language attack surface. The five stages of scoping, threat modeling, adversarial testing, verification, and reporting. Mapping to MITRE ATLAS and the NIST AI RMF. Manual and automated red teaming. The EU AI Act mandate.
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