
Apache Airflow before 3.4.0 allows unauthenticated RCE via Celery (CVE-2026-68982)
Write access to the Celery broker is enough; 3.4.0 redeems a single-use token before any callback runs.
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Write access to the Celery broker is enough; 3.4.0 redeems a single-use token before any callback runs.

Canada’s Cyber Centre says open-source reporting shows CVE-2026-25243 is exploited and urges Redis updates.
Apache Kylin through 5.0.4 can unsafely deserialize Java data from a broken Redis cache.
ZDI disclosed CVE-2026-92209, an improper authentication flaw in NoMachine's bundled Redis component allowing local privilege escalation (CVSS 7.8).

Sysdig documents a skilled human attacker exploiting Marimo pre-auth RCE CVE-2026-39987 (CVSS 9.3), reaching an SSH bastion in eight seconds without AI tooling.

Redis launches LangCache, a managed semantic cache matching LLM prompts by meaning, cutting API costs up to 90% and returning hits up to 15x faster.

Hunters.io researchers report 3,562 exposed Redis servers hijacked via replication abuse into Monero cryptomining, causing performance loss and data-integrity risk.

RedisRaider cryptojacking campaign compromises thousands of exposed, unauthenticated Linux Redis servers using cron persistence to deploy XMRig Monero miners.
Canada's Cyber Centre flagged a use-after-free in Redis 8.0's TLS handling, fixed in versions 8.2.9, 8.4.6, 8.6.6, 8.8.2, and 8.10.1.
OreoLook's three-layer Redis caching architecture cuts redundant LLM calls and embedding work for CPU-hosted web-search answer generation.
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