detection engineering
84 posts
XBOW topped HackerOne in 2025 and fixed nothing
Vulnerability research rewards finding, not fixing. Exploitation tracks disclosure, not the flaw. Why attackers react to reported CVEs, and where telemetry goes blind.
The copy runs past the allocation, again
Recurring dystopian tech vulnerabilities persist because defenders patch the CVE instance and never hunt the underlying mechanism. The inaction is the vuln.
The string you validated no longer exists
Unicode transliteration is a Turing-complete rewrite engine at every trust boundary. CVE-2024-4577, Django CVE-2019-19844, and Trojan Source show why.
A valid go.sum hash proves nothing
Argegy is not a CVE. It's a Go supply chain claim against go-ethereum - module trust, init() execution, T1195, and where telemetry goes blind.
Kalshi ships an unauthenticated oracle
Kalshi resolves contracts against unauthenticated public news feeds - an oracle-manipulation flaw that lets crafted narratives move regulated markets.
Not a pricing problem
Why security automation like Splunk SOAR and ML triage costs more than the engineer it replaced: systems execute on referenced trust, not verification.
Vectra lifted bearer tokens off Teams disk
Why Microsoft Teams session tokens leak between workspace and consumer accounts, how bearer-token replay bypasses MFA, and what fires - and doesn't - in telemetry.
dd writes raw sectors below the filesystem
Why the Unix dd command is a real security primitive: raw block writes below the filesystem, wiper TTPs, exfiltration, and the telemetry gap defenders miss.
htop is a reconnaissance surface
How htop and top expose Linux resource contention - OOM-killer steering, D-state telemetry gaps, niced miners, and PID exhaustion mapped to MITRE T1562 and T1499.
Alibaba bans Claude Code across its engineering org
Alibaba's reported ban on Claude Code is a trust decision, not a CVE. Why an agentic coding tool's sanctioned egress is also its exfiltration path.
Locale decides the payload
The en-GB locale isn't a vulnerability - it's a selector. How attackers use Accept-Language and OS locale checks to filter delivery and gate detonation.
Spain rips Palantir out of its data pipelines
Spain's Palantir blacklist is a supply chain concentration risk - a privileged vendor data plane mapped to MITRE T1199, and why customer telemetry stays blind.