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RSA Conference 2026

soc managers, security operations analysts, security architects, security engineers, incident responders, threat hunters, data engineers, cloud engineers

AI swarm exploit automation; agentic defensive frameworks; open security lakehouse; Parquet Delta Iceberg formats; federated legacy access; OCSF telemetry normalization; medallion data architecture; SPL and SQL detections; multimodal telemetry ingestion; vendor lock in mitigation

titleauthorlength
The 1.3 Day Exploit: How AI is Accelerating Cyber ThreatsAli Ghodsi01m
A Zero Day Clock chart claims mean time to exploit falls from over two years in 2018 to 9.7 months in 2022 and now to 1.3 days after the appearance of ChatGPT…
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Why Manual Security Operations are Failing in 2026Ali Ghodsi01m
Average weekly security alerts rise from 7,500 in 2020 to 32,000 weekly alerts in 2026, each consuming about 30 minutes per alert, which totals roughly 16,000…
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The Case for Open Data ArchitectureAli Ghodsi02m
Argues that vendor lock in is the real risk and urges owning data in cloud data lakes using open formats so costs stay low and control stays local. Recommends…
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the Open Security Lakehouse Architectural PatternAli Ghodsi04m
An architectural pattern that replaces proprietary SIEMs by dumping all security telemetry into a customer‑owned cloud data lake stored in open formats…
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The Challenges of Legacy SIEM ModelsAli Ghodsi02m
Legacy SIEMs charge by data ingested and force conversion into proprietary formats, which makes comprehensive capture slow and expensive and drives most…
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Fighting Every Threat with AI Agents: The Future of Security OperationsAli Ghodsi03m
Claims a SOC staffed at 400 people becomes unnecessary by replacing manual work with autonomous agents that ingest, detect, investigate and act. Agents…
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Why AI Will Kill the SIEM This YearAli Ghodsi01m
Automated AI swarms read all available telemetry, spin up code rapidly and probe every interface, succeeding even if models are wrong 99% of the time because…
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