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Cequence Takes the Lead in Using Machine Learning to Tackle AI-Backed Attacks

Cequence, a pioneer in API security and bot management, today announced multiple machine learning-powered advancements to its Unified API Protection (UAP) platform at the RSA Conference. With this groundbreaking release, Cequence introduces industry-leading ML-based security features, revolutionising how organisations defend their digital assets in the AI era.

“API usage is soaring, yet many organisations grapple with securing it effectively,” said Ameya Talwalkar, CEO of Cequence. “As API threats escalate, CISOs and software engineering leaders face mounting pressure to strengthen their defences against increasingly sophisticated attacks leveraging AI. Attackers are harnessing AI capabilities to launch more targeted and evasive assaults, heightening the urgency for robust security measures. Our industry-leading innovations in ML-based security features set a new standard for safeguarding against these evolving threats against applications and their APIs. Cequence remains committed to empowering businesses with innovative solutions to navigate the complexities of API security and bot management in the face of AI-driven adversarial tactics.”

In today’s digital landscape, where APIs are the backbone of countless applications and services, ensuring robust security has never been more critical. Cequence’s latest upgrades to its UAP product suite represent a seismic shift in API security. These advancements offer unparalleled visibility, streamlined testing and autonomous threat mitigation capabilities.

Empowering organisations to proactively safeguard their API infrastructure with confidence, Cequence’s solutions automate the detection of API management status, tailor security testing to unique business needs, and leverage ML-driven threat detection and mitigation. By equipping businesses with these tools, Cequence enables them to stay ahead of evolving threats and protect against data breaches and business disruptions. These game-changing enhancements are poised to redefine API security and are essential for any organisation committed to protecting digital assets.

With the latest advancements to its innovative platform, Cequence now enhances:

Automated Threat Detection and Mitigation

  • Automatic Rule, Model & Policy Generation: Leveraging ML capabilities, the system automatically identifies anomalous or malicious traffic patterns, generating rules, models, and policies for immediate attack mitigation. This ensures continuous protection, even during off-peak hours.
  • Efficient ML-Aided Response: The ML-aided response system dramatically lightens the workload for analysts by automating tasks. Every time the system processes data, it can be up to 90% faster, saving about an hour each time. This boosts overall efficiency.
  • Enhanced Parallel Threat Hunting: The system allows for simultaneous threat hunting activities across multiple API endpoints. By analysing various fingerprints and threat patterns concurrently, it accelerates the detection and mitigation process, ensuring robust security posture.

Customised API Discovery

  • Automated API Management Identification: Spyder automatically detects API hosts managed by vendors like MuleSoft, Apigee, and AWS API Gateway, providing instant insights into the API ecosystem’s management status with zero deployment or configuration changes.
  • Tailored API Definitions: Organisations can customise API definitions to match their specific usage and requirements, ensuring accurate categorisation and protection of critical APIs.
  • Personalised Precision Discovery Algorithm: Tailor the discovery algorithm to specifically pinpoint API hosts of interest, such as those associated with particular product teams or hosting AI applications. This customisation streamlines threat detection and response processes.

Bespoke API Security Testing

  • Tailor-made API Security Test Plans: Sentinel enables the creation of customised API security test plans tailored to unique business needs, enhancing the effectiveness of security testing efforts.
  • Flexible Authentication Profiles: Configure authentication profiles to test APIs using multiple user personas and privileges, ensuring thorough security validation across diverse user scenarios.
  • Adaptive Test Cases: Customise test cases to generate diverse attack traffic profiles per API group, adapting testing strategies to varied threat scenarios and bolstering overall security posture.

Venky Ganesan, partner at Menlo Ventures, said: “With APIs at the forefront of modern business applications, Cequence’s innovative technologies, such as real-time attack detection and discovery of AI applications, are crucial for addressing the challenges posed by the development and use of distributed APIs. By bridging the API-awareness gap inherent in traditional solutions, Cequence empowers organisations to effectively defend against evolving cybersecurity risks. As one of the leading investors in the AI stack, we stand behind Cequence as they redefine industry standards and safeguard digital assets.”

Carlos Morales, SVP solutions at Vercara, said: “Vercara is delighted to partner with Cequence to deliver continuous innovation in API security. With new advanced ML capabilities, Cequence’s technology empowers organisations to protect their digital assets proactively. UltraAPI, Vercara’s new API security service, powered by Cequence, is the perfect complement to our market leading DDoS, WAF, and DNS platform to safeguard our customers’ on-line presence.”

Additional Resources:

  • Visit the Cequence team at this year’s RSA Conference May 6-9 at the San Francisco Moscone Center, Booth #2033
  • Learn more about the latest advancements to the Cequence Unified API Protection (UAP) platform
  • Follow us on LinkedIn and Twitter

About Cequence Security
Cequence, a pioneer in API security and bot management, is the only solution that delivers Unified API Protection (UAP), uniting discovery, compliance, and protection across all internal and external APIs to defend against attacks, targeted abuse, and fraud. The flexible deployment model supports SaaS, on-premises, and hybrid installations, and APIs can be onboarded in less than 15 minutes without requiring any app instrumentation, SDK, or JavaScript integration. Cequence solutions scale to handle the most demanding government, Fortune, and Global 500 organisations, securing more than 8 billion daily API interactions and protecting more than 3 billion user accounts. To learn more, visit

Press Release by Cequence Security

Media Contact

Sarah Bark