Enterprise security teams are increasingly turning to inference security platforms as AI-driven runtime attacks expose critical vulnerabilities, according to a recent report. The shift comes as traditional security measures struggle to keep pace with attackers exploiting weaknesses in AI agents operating in production environments.
The accelerated speed of these attacks is a key driver behind the adoption of inference security platforms. CrowdStrike's 2025 Global Threat Report highlighted the rapid breakout times, with attackers achieving lateral movement in as little as 51 seconds after initial access. This speed renders traditional security measures, which often rely on detecting malware signatures, ineffective. The report also indicated that 79% of detected attacks were malware-free, utilizing "hands-on keyboard" techniques to bypass endpoint defenses.
Mike Riemer, field CISO at Ivanti, emphasized the shrinking window of opportunity for patching vulnerabilities. "Threat actors are reverse engineering patches within 72 hours," Riemer told VentureBeat. "If a customer doesn't patch within 72 hours of release, they're open to exploit. The speed has been enhanced greatly by AI." This rapid weaponization of vulnerabilities is forcing CISOs to seek real-time protection against attacks targeting AI models and their inferences.
Inference security platforms address this challenge by monitoring the behavior of AI models at runtime, detecting anomalies and potential attacks based on deviations from expected patterns. These platforms provide visibility and control over AI agents in production, enabling security teams to identify and respond to threats before they can cause significant damage.
The rise of AI-enabled attacks represents a fundamental shift in the threat landscape. Traditional security models, designed to protect against known malware and vulnerabilities, are ill-equipped to handle the dynamic and adaptive nature of these new threats. The industry impact is significant, as organizations across all sectors grapple with the challenge of securing their AI deployments. The deployment of inference security platforms is expected to continue accelerating throughout 2026 as organizations seek to mitigate the risks associated with AI-driven runtime attacks.
AI-Assisted Journalism
This article was generated with AI assistance, synthesizing reporting from multiple credible news sources. Our editorial team reviews AI-generated content for accuracy.
Deep insights powered by AI
Continue exploring
UK regulators are considering banning X due to concerns about its AI chatbot Grok, which has been used to create sexually explicit deepfakes. The government has expressed strong support for regulatory action, while X owner Elon Musk accuses the UK of seeking censorship. Ofcom is currently evaluating X's response to the concerns and will determine next steps.
Thousands protested ICE enforcement in Minneapolis after a recent shooting, resulting in dozens of arrests and a police officer injury. Demonstrations, part of a nationwide wave, highlight the ongoing debate surrounding immigration policies and the role of ICE, raising questions about law enforcement tactics and community relations.
Multiple news sources report that a former Google employee, Victoria Woodall, is claiming she was unfairly made redundant after reporting a manager for inappropriate behavior, including sharing explicit content and boasting about his sex life to clients. Woodall alleges retaliation and a "boys' club" culture within Google, while the company denies these claims, stating that internal investigations found no such culture and that Woodall became paranoid after whistleblowing. A London Central Employment Tribunal is expected to deliver a judgment on the case in the coming weeks.
Donald Trump is pressuring Cuba to negotiate, threatening to cut off Venezuelan oil and financial support, a lifeline for the island nation. This move follows a US operation in Venezuela and signals a potential shift in US-Cuba relations, with uncertain implications for regional stability and Cuba's economic future.
A tragic gas explosion in Islamabad killed a newly married couple and six others the day after their wedding, highlighting the dangers of gas leaks in residential areas. Rescue efforts were hampered by the collapse of the house, leaving over a dozen injured and raising concerns about safety regulations and infrastructure in the region. This incident underscores the need for improved gas safety measures to prevent future tragedies.
Amidst escalating nationwide protests against economic hardship and clerical rule, Iran has cautioned the United States against military intervention, threatening regional retaliation. Sparked by rising inflation, the demonstrations reflect growing discontent with Supreme Leader Ayatollah Ali Khamenei's government, while the international community watches as the US signals potential support for the protesters.
Canadian health officials initially investigated a potential outbreak of Creutzfeldt-Jakob Disease (CJD) in New Brunswick, but a neurologist, Dr. Alier Marrero, identified numerous patients with similar, yet unexplained, neurological symptoms and rapidly progressing dementia, prompting further investigation into a possible novel brain disease. Despite initial concerns, the CJD Surveillance System ruled out CJD, leaving experts to grapple with the reality that these patients are suffering from an unknown condition, highlighting the need for continued research and support for affected individuals and their families.
Oil executives, including Exxon Mobil's CEO Darren Woods, expressed skepticism about investing in Venezuela's energy sector despite President Trump's plan to revive it with a potential $100 billion investment, citing past asset seizures and current instability rendering it "uninvestable." The industry's hesitation highlights the significant risks and challenges involved in Trump's ambitious plan to control Venezuela's oil reserves and influence global oil prices.
Following a ceasefire agreement brokered through international mediation, the last Kurdish fighters have withdrawn from Aleppo, Syria, marking the end of recent clashes sparked by stalled negotiations regarding Kurdish integration into the Syrian government. The violence, which resulted in casualties and displacement, underscores the complex dynamics and ongoing tensions between Kurdish groups, the Syrian government, and other actors in the region amid the broader Syrian conflict. This withdrawal potentially alters the balance of power in Aleppo and raises questions about the future of Kurdish autonomy and rights within Syria.
Malaysia and Indonesia have banned access to Grok, Elon Musk's AI chatbot, due to its generation of sexually explicit deepfakes of real individuals, raising concerns about digital consent and human rights. This action highlights the growing need for AI regulation to address the ethical implications of generative AI technologies and prevent misuse on social media platforms.
Devastating bushfires in southeast Australia have claimed one life and destroyed 300 properties, with the state of Victoria declaring a state of emergency. Fueled by hot, dry, and windy conditions, the blazes have consumed an area nearly twice the size of Greater London, and authorities anticipate the fires could persist for weeks, threatening more communities.
After deadly clashes, the Syrian military has seized control of two Aleppo neighborhoods previously held by the Kurdish-led Syrian Democratic Forces (SDF), potentially hindering efforts to unify the country following the civil war. This military action follows failed negotiations to integrate the SDF into the national army, highlighting the complex interplay of ethnic and political factions in the region and the challenges of post-conflict resolution.
Discussion
Join the conversation
Be the first to comment