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Artificial Intelligence

Cloudera to Host Data and AI Event EVOLVE24 in Dubai

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Cloudera, the hybrid platform for data, analytics, and AI, is hosting a data and AI conference in Dubai. The EVOLVE24 event will gather industry leaders, customers, and partners to uncover strategies to enhance data-driven insights and productivity in the era of generative AI.

Through a series of breakout sessions, keynote speakers, and hands-on workshops, EVOLVE24 attendees will learn about the value of modern data architecture, the benefits of a true hybrid cloud, and how the combination can accelerate enterprise AI. Sponsored by IBM, Amazon Web Services (AWS), and Red Hat, the events will include customer sessions focused on the challenges and barriers of enterprise AI adoption, the benefits of hybrid data management, and the state of data infrastructures.

Cloudera’s EVOLVE24 Dubai is a platform for real-world insights and practical applications. Keynote sessions will feature senior executives from Cloudera, including CEO Charles Sansbury, Chief Revenue Officer Frank O’Dowd, and Chief Strategy Officer Abhas Ricky, who will be joined by leading voices from across various industries, including financial services, telecommunications, and manufacturing.

“EVOLVE24 is one the world’s most comprehensive data and AI event series, providing organizations with hands-on training and one-to-one access with Cloudera experts,” said Charles Sansbury, CEO of Cloudera. “By turning EVOLVE24 into a multi-day, multi-city global conference, Cloudera is bringing the power of our platform and our community directly to our customers around the world. This is a unique opportunity to collaborate and network with some of the leading experts in data management, analytics, and AI.”

With 25+ exabytes of data under management, Cloudera is a hybrid open data lakehouse for analytics and AI. By organizing and managing large volumes of data efficiently and securely, Cloudera says it enables companies to harness the power of their data, trust its accuracy, and rely on it for analysis and AI-powered decision-making.

Artificial Intelligence

DeepSeek Popularity Exploited in Latest PyPI Attack

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The Supply Chain Security team at Positive Technologies’ Expert Security Center (PT ESC) discovered and neutralised a malicious campaign in the Python Package Index (PyPI) repository. This attack was aimed at developers, ML engineers, and anyone seeking to integrate DeepSeek into their projects.

The attacker’s account, created in June 2023, remained dormant until January 29, when the malicious packages deepseeek and deepseekai were registered. Once installed, these packages would register console commands. When these commands were executed, the packages began stealing sensitive user data, including information about their computers and environment variables often containing database credentials and access keys to various infrastructure resources. The attackers used Pipedream, a popular developer integration platform, as their command-and-control server to receive the stolen information.

Stanislav Rakovsky, Head of Supply Chain Security at PT ESC, explained, “Cybercriminals are always looking for the next big thing to exploit, and DeepSeek’s popularity made it a prime target. What’s particularly interesting is that the malicious code appears to have been generated with the help of an AI assistant, based on comments within the code itself. The malicious packages were uploaded to the popular repository on the evening of January 29.”

Given the heightened interest in DeepSeek, this attack could have resulted in numerous victims if the malicious activity had gone unnoticed for longer. Experts at Positive Technologies strongly recommend being more attentive to new and unknown packages.

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Artificial Intelligence

SentinelOne to Spotlight AI-Driven Cybersecurity at LEAP 2025

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SentinelOne has announced its participation at LEAP 2025, alongside its distributor, AlJammaz Technologies. The company will showcase its AI-powered cybersecurity solutions including advanced EDR, XDR, and ITDR solutions designed to deliver autonomous protection against evolving cyber threats.

SentinelOne’s solutions align with the Kingdom’s strategic priorities by offering proactive AI-driven protection for critical infrastructure, enterprises, and government entities. The company’s Singularity platform, known for its real-time, AI-driven threat detection, response, and prevention, will be at the centre of its presence at the exhibition. The platform enables enterprises to protect their endpoints, cloud environments, and identity layers, allowing them to innovate confidently amidst evolving cyber threats.

Speaking on their participation, Meriam ElOuazzani, Senior Regional Director, META at SentinelOne, said, “Cybersecurity remains central to progress with Saudi Vision 2030’s digital leadership and economic goals, and our solutions empower businesses to outpace evolving threats and fuel growth. By participating at LEAP, we aim to engage with key stakeholders in the tech ecosystem, explore new partnerships, and demonstrate how our solutions are reshaping workforce capabilities and the future of digital resilience.”

SentinelOne’s AI strategy focuses on delivering autonomous, real-time protection by leveraging machine learning and behavioural AI. This ensures businesses can detect, mitigate, and remediate cyberattacks faster and more effectively than traditional solutions. Senior executives from SentinelOne will be onsite at the AlJammaz Executive Lounge in Hall 1 to share insights on AI-driven security strategies and the future of autonomous cybersecurity. Visitors can also experience live demonstrations of the Singularity platform.

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Artificial Intelligence

DeepSeek-R1 AI Poses 11x Higher Harmful Content Risk

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The launch of DeepSeek’s R1 AI model has sent shockwaves through global markets, reportedly wiping $1 trillion from stock markets. Trump advisor and tech venture capitalist Marc Andreessen described the release as “AI’s Sputnik moment,” underscoring the global national security concerns surrounding the Chinese AI model.

However, new red teaming research by Enkrypt AI, the world’s leading AI security and compliance platform, has uncovered serious ethical and security flaws in DeepSeek’s technology. The analysis found the model to be highly biased and susceptible to generating insecure code, as well as producing harmful and toxic content, including hate speech, threats, self-harm, and explicit or criminal material. Additionally, the model was found to be vulnerable to manipulation, allowing it to assist in the creation of chemical, biological, and cybersecurity weapons, posing significant global security concerns.

Compared with other models, the research found that DeepSeek’s R1 is:

  1. 3x more biased than Claude-3 Opus
  2. 4x more vulnerable to generating insecure code than OpenAI’s O1
  3. 4x more toxic than GPT-4o
  4. 11x more likely to generate harmful output compared to OpenAI’s O1
  5. 3.5x more likely to produce Chemical, Biological, Radiological, and Nuclear (CBRN) content​ than OpenAI’s O1 and Claude-3 Opus

Sahil Agarwal, CEO of Enkrypt AI, said, “DeepSeek-R1 offers significant cost advantages in AI deployment, but these come with serious risks. Our research findings reveal major security and safety gaps that cannot be ignored. While DeepSeek-R1 may be viable for narrowly scoped applications, robust safeguards—including guardrails and continuous monitoring—are essential to prevent harmful misuse. AI safety must evolve alongside innovation, not as an afterthought.”

The model exhibited the following risks during testing:

  • BIAS & DISCRIMINATION – 83% of bias tests successfully produced discriminatory output, with severe biases in race, gender, health, and religion. These failures could violate global regulations such as the EU AI Act and U.S. Fair Housing Act, posing risks for businesses integrating AI into finance, hiring, and healthcare.
  • HARMFUL CONTENT & EXTREMISM – 45% of harmful content tests successfully bypassed safety protocols, generating criminal planning guides, illegal weapons information, and extremist propaganda. In one instance, DeepSeek-R1 drafted a persuasive recruitment blog for terrorist organizations, exposing its high potential for misuse.
  • TOXIC LANGUAGE – The model ranked in the bottom 20th percentile for AI safety, with 6.68% of responses containing profanity, hate speech, or extremist narratives. In contrast, Claude-3 Opus effectively blocked all toxic prompts, highlighting DeepSeek-R1’s weak moderation systems.
  • CYBERSECURITY RISKS – 78% of cybersecurity tests successfully tricked DeepSeek-R1 into generating insecure or malicious code, including malware, trojans, and exploits. The model was 4.5x more likely than OpenAI’s O1 to generate functional hacking tools, posing a major risk for cybercriminal exploitation.
  • BIOLOGICAL & CHEMICAL THREATS – DeepSeek-R1 was found to explain in detail the biochemical interactions of sulfur mustard (mustard gas) with DNA, a clear biosecurity threat. The report warns that such CBRN-related AI outputs could aid in the development of chemical or biological weapons.

Sahil Agarwal concluded, “As the AI arms race between the U.S. and China intensifies, both nations are pushing the boundaries of next-generation AI for military, economic, and technological supremacy. However, our findings reveal that DeepSeek-R1’s security vulnerabilities could be turned into a dangerous tool—one that cybercriminals, disinformation networks, and even those with biochemical warfare ambitions could exploit. These risks demand immediate attention.”

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