Red Teaming stories
Many firms still cannot stop AI agents from causing damage before execution, leaving systems exposed to production outages and data loss.
Enterprises are seeking stronger controls as use of generative AI and autonomous agents widens across both internal tools and customer products.
F5's recognition comes as enterprises scramble to secure AI agents and APIs, with 88 per cent reporting AI security challenges, its research found.
The new model is pitched at longer, harder coding jobs and arrives with broader safety checks as rivals vie for developer workflows.
CISOs are under pressure to answer boardroom questions on exposure in minutes, as Filigran pushes CTEM and open-source validation tools.
Criminals are increasingly using AI for ransomware and credential theft, while flaws in test models are exposing production systems and data.
Live testing may show AI security tools missing threats or flooding analysts with false alerts, Secure.com says.
Defenders now have minutes, not hours, as attackers use agentic AI to automate credential theft, scanning and extortion across live operations.
Security teams could cut manual triage as the new service ranks code and intrusion risks by real-world exploitability, not alert volume.
The funding will help Lasso expand a guardrail designed to inspect AI traffic at scale without costly GPUs, including for US government users.
Stricter controls on agent identities and tool access aim to curb security and reliability risks as autonomous AI systems spread.
Security teams can now trace how one weak point becomes a full breach path as Filigran automates multi-step testing in OpenAEV v3.
The deal gives A-LIGN customers direct access to penetration testing and red teaming as firms seek fewer vendors for cyber compliance and defence.
Trusted employees and AI agents are now seen as prime insider risks, with deepfake fraud and hidden access gaps worsening the threat.
Smaller firms could face more frequent attacks if access to advanced models stays limited to government agencies, Huntress says.
Australian firms could get a clearer view of AI-driven attack paths as ThreatCanary rolls out a platform blending asset discovery, API checks and offensive testing.
APIs are now a major attack surface, making shared context between developers and SecOps vital to spot real threats and avoid false alarms.
The tie-up gives enterprise and government clients deeper testing coverage as AI reshapes offensive security and demand for specialists grows.
AI-enabled attacks are accelerating, with CrowdStrike and NVIDIA aiming to help security teams counter them in seconds.
As firms spread across cloud and on-premises systems, a combined security and compliance model is becoming harder to ignore for auditors and boards.
