benchmark
Annual Verizon report analyzing thousands of confirmed data breaches worldwide to identify attack patterns, vulnerabilities, and threat-actor trends.
No evidence-backed relationships are recorded.
Only 36% of IT staff in an Automox survey feel highly confident in their endpoint compliance visibility, as AI agents start acting on managed devices. Agents inherit their launcher's rights, so teams now need a record of what each may do and what it did.
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BOD 26-04 revoked the federal CVSS requirement on June 10. The two decision fields CISA promised, automatability and technical impact, go out through Vulnrichment; the KEV feed does not carry them, so every defender does the join.
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Exploitation is now the top initial-access vector at 31% of breaches. The median defender needs 43 days to close a known-exploited flaw. Both figures reach operators through a guide selling the fix.
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The actor compromised a cloud environment first and built the framework inside it. The scanning and address rotation ran with little human involvement. The credentials collected belonged to other companies.
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The $5.08 million average comes from IBM and the $139,875 median from Verizon, one a mean and one a median across different samples, so 36 to 1 is an order of magnitude. Even discounted, the money sits in downtime.
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Okta wants entitlements for AI agents and workloads evaluated continuously instead of recertified on a schedule, on the argument that approvals accumulate and access changes in the gaps between reviews.
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Project Glasswing surfaced an estimated 6,202 high or critical vulnerabilities in foundational open source, with 97 confirmed fixed in two months. What the confirmation count actually measures decides how much of that gap is real.
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Jon Baker of AttackIQ treats the subscription-gated report as evidence that AI hands any attacker fast access to a technique catalog that has not grown, and builds a spending case for chokepoint detection on it.
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An SC Media commentary builds its case from Verizon's 2026 breach data, JPMorgan's patch arithmetic and Endor Labs dependency counts. Every figure reaches operators secondhand, and the ratio of disclosed to patched is the one that survives the discount.
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A joint CISA and FBI advisory says the group rehearses a company's password-reset process over several calls before it asks for anything. That puts factor-reset workflows in the identity boundary, not the support queue.
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Root Evidence rebuilt the exploitation clock on vendor advisory dates rather than NVD publication, and Jeremiah Grossman's team reads the resulting four-month median as a measure of inventory that stopped being maintained.
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Bitdefender puts 84% of its high-severity incidents on binaries that were already installed on the host. That figure and Microsoft's ClickFix number cover the two largest volume plays in the telemetry, and both sit outside what attachment scanning and patch cycles reach.
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Tenable and SentinelOne agree 79% on which edge vendors are being exploited, and barely at all on which CVEs. That asymmetry is the finding, and it reorders the patch queue.
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A July 2026 joint alert on North Korean IT workers and the 2025 M&S breach sit at opposite ends of the identity lifecycle: hiring and recovery. Neither required breaking authentication.
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Pageloot's leak was caught by a search box, not a control. "Anyone with the link" behaves like public, and most secrets programs never look inside the documents where credentials actually get parked.
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Verizon's 2026 numbers put regular AI use on 45% of corporate devices, two thirds of it through accounts the employer cannot see. Bans do not fix that. Licensed seats might.
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