Data exfiltration

How AI Detects Insider Threats in SaaS

by

Insider threats in SaaS are subtle: valid accounts, familiar devices, and routine apps—until patterns shift. AI raises signal from noise by building an identity and data graph, learning normal user and service behavior (UEBA), correlating permissions and data sensitivity, and spotting rare sequences that precede exfiltration or sabotage. The reliable approach: retrieve permissioned telemetry and … Read more

Security Risks of AI SaaS Products

by

AI‑powered SaaS expands the attack surface: prompts, retrieval indexes, embeddings, model gateways, tool‑calls, and decision logs introduce new paths for data exfiltration, account takeover, and policy bypass. Treat AI features like high‑privilege automation endpoints: enforce identity and least privilege, harden retrieval and prompts against injection, constrain actions to typed schemas with policy‑as‑code, and monitor for … Read more