TechCrunch News 2024年10月31日
Noma is building tools to spot security issues with AI apps
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公司担忧采用AI使自身更易受网络威胁。调查显示,AI应用的复杂性削弱企业网络安全态势,安全团队缺乏保护AI应用的技能。需求催生一批初创公司,如HiddenLayer等。Noma Security专注防御AI系统攻击,识别数据科学环境中的漏洞等。该公司已获付费客户,完成A轮融资,计划扩大团队。

🧐公司急于采用AI,致其更易受网络威胁。超半数受访高管认为AI应用的复杂性削弱组织网络安全态势,超四成高管认为安全团队缺乏保护AI应用的技能。

💪为解决AI应用安全问题,涌现一批初创公司。如HiddenLayer和Protect AI专注防御AI系统攻击,Cranium提供应用层面的可见性,Noma Security则功能更全面。

🌟Noma Security的作用。它能识别数据科学环境中脆弱的数据管道和代码及威胁,帮助发现和修复AI应用开发和运行组件中的错误配置,还能扫描模型训练数据集中的敏感数据。

🎉Noma Security的发展情况。该公司2023年成立,已有付费客户,包括财富500强企业。近期完成2500万美元A轮融资,计划在未来一年将20人团队规模翻倍。

Companies are concerned that their eagerness to adopt AI has made them more vulnerable to cyberthreats. Per a recent poll of over 350 IT leaders, more than half of the executives surveyed said the complexity of AI applications weakened their organization’s cybersecurity posture. More than two-fifths of executives believe their security teams lack the skills needed to protect their AI applications and workloads, per another survey.

The demand for solutions to secure AI apps has spawned an entire cohort of startups. HiddenLayer and Protect AI, for example, focus on defending AI systems from adversarial attacks, while Cranium provides visibility into AI systems at the application level.

A new venture emerging from stealth today, Noma Security, does all of this and more, claims co-founder and CEO Niv Braun. The startup is developing tools to identify vulnerable data pipelines and code in data science environments, as well as threats like prompt injection attacks.

Braun launched Noma with Alon Tron after leaving customer experience automation firm Verint, where he noticed a “significant blind spot” for security teams in the data and AI lifecycle.

“Existing tools are designed for the traditional software lifecycle,” Braun said. “However, the data and AI lifecycle is inherently different. It involves distinct R&D processes, relies on different technologies, and faces unique technical vulnerabilities within AI models.”

Noma is designed to help spot — and fix — misconfigurations in the components used to develop and run AI applications. For instance, the platform scans for “sensitive” data in model training datasets, such as text containing personally identifiable information.

Braun argues that companies can be better equipped to deal with threats if they can consolidate AI app security functions in one dashboard that can be deployed in cloud-based and self-hosted environments.

“Many single-function security solutions are flooding the market, trying to capitalize on the AI hype,” he said. “By helping companies understand their AI application footprint and giving them governance controls, Noma is not only helping organizations minimize and mitigate risk, but also giving them the confidence they need to expand their AI usage faster and to more high-value parts of the business.”

Noma, founded in 2023, already has paying customers, Braun says, including Fortune 500 clients in B2B software, financial services and retail. The startup recently closed a $25 million Series A funding round that Braun said was preempted by investors; Noma had cash to spare.

“We decided to accept the [$25 million], even with substantial funds still in the bank, to accelerate our development and especially our go-to-market teams and efforts,” he said, adding that Noma plans to double the size of its 20-person team in the coming year.

Ballistic Ventures led Noma’s Series A, which brings the company’s total capital raised to $32 million. Noma raised $7 million in a previously-undisclosed seed round led by Glilot Capital Partners with participation from Cyber Club London.

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Noma Security AI应用安全 网络威胁 初创公司 数据科学环境
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