Four bug bounty programs compared by research focus, top reward and the rule that decides eligibility: Wordfence Intelligence, Patchstack, Elementor on Bugcrowd, and OpenZeppelin Contracts on Immunefi.
Joint advisory AA26-231A warns of an active, AI-assisted campaign against Internet-exposed Siemens S7 PLCs. This reference maps each S7 family to its protections, explains why TCP port 102 is the exposure, and sorts the advisory's 21 mitigations into a working order.
A data diode can replace a firewall wherever SCADA traffic only needs to leave the plant. Here is which connections can make the swap, where one-way hardware breaks, what NIST, the NRC and CISA say, and the hybrid pattern most plants settle on.
Industrial engineering hands cybersecurity FMEA, MTTR, control charts and redundancy. Each tool assumes failures happen by chance, so here is how to keep the math, patch the assumption and feed the results into FAIR.
A Munki repo is plain text on a web server. Here are the four locks that keep it honest: HTTPS on the wire, basic auth or client certificates for the client, hash_strict for the payload, and a hard answer to who holds the pen.
Specialist agents, sealed hashed handoffs, and one agent paid to disagree: how separation of duties turns AI agent orchestration into an incident record that survives audits, regulators, and courtrooms.
Munki manages a fleet of Macs using plain Apple plist files on an ordinary web server. Here is how pkginfo, catalogs, and manifests work, why Munki is not an MDM, and the one permission question that decides whether it is secure.
An AI agent signs every action with your identity, so an action it invented is indistinguishable from one you asked for. What authorization confusion is, how it happens, and the three controls that fix it.
Anthropic and Redwood Research's SLEIGHT-Bench shows frontier AI monitors never caught 20 of 40 covert attacks. Here are the 11 blind spots, why the misses are predictable, and why defense in depth still rules.
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