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Exploring Vectra AI’s Innovations in Deterring Cyber Threats and the Synergy of AI and Human Expertise

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Taj El-khayat

The Integrator had an exclusive interview with Taj El-khayat, Area Vice President at Vectra AI EMEA.

Can you talk about the role of AI in detection and prevention of threats?

Given the challenge of “more” in cybersecurity – more attack surface, more evasive attacker methods, more tools/alerts, and more analyst burnout, leveraging AI and automation to detect, prioritize and remediate threats is vital. But not all AI and automation is built equal and many only add to the problem of more by introducing more alerts and more noise which require SOC analysts to spend more time tuning rules and triaging alerts.

AI can either assist in performing tasks that humans fundamentally cannot do, or it can help perform the tasks that humans can do but do so at speed and scale. AI algorithms, on the other hand, can be trained to do precisely this.

How does Vectra AI’s solution help organizations break away from the cycle of deploying more tools and rules, while still ensuring comprehensive threat coverage?

 According to the Vectra 2023 State of Threat Detection report, 63% of SOC analysts report that the size of their attack surface has increased in the last three years and 67% are unable to manage the number of daily alerts received.

The Vectra AI Platform integrates native and third-party attack signals across hybrid cloud domains including AWS, Microsoft Azure, Google Cloud Platform, Microsoft 365, Microsoft Azure AD, networks of all types, and endpoints leveraging the customer’s Endpoint Detection and Response (EDR) tool of choice. The Vectra AI Platform integrated signal enables security teams to:

  • Cover more than 90% of MITRE ATT&CK techniques with patented and proven MITRE D3FEND countermeasures.
  • Combine AI-driven behavior-based detection, signatures and threat intelligence for the most accurate representation of active attacks in progress.
  • Map attacker progression and lateral movement from data center to cloud, cloud to data center and cloud to cloud.

Can you talk about how Vectra AI leverages the technology?

Vectra detections focus explicitly on finding attackers and identifying attacker methods in action, not just weird anomalies. Coverage is built by security researchers with diverse backgrounds and data scientists with a deep understanding of how to extract value from massive complex data sets.

Vectra’s security research team is present throughout the entire detection development process. Their work leads the process, with the team constantly monitoring and reviewing attacker methods being used in the wild.

Once the attacker method has been identified, the security researchers work to collect a corpus of malicious and benign samples. Malicious samples are collected from several places including customers who voluntarily share anonymized metadata, synthetic data creation algorithms, publicly documented cyber-incidents, and attacks in our internal labs.

With the attacker method and supporting data in hand, the security researchers work with the data science team to develop a prototype model with an optimal threshold for attacker method detection. The models are rapidly iterated on until strict standards of quality are satisfied for their performance in detecting the attacker methods in the real world. The final steps of detection development involve the creation of a dedicated UI that shows the full context of the identified attacker method, and where relevant, additional information about what is normal for the systems in question.

There are two key features that differentiate Vectra’s approach and use of AI:

Real-time streaming engine:  Vectra AI’s algorithms operate in real-time on streaming data, allowing for immediate detection and timely response to attackers. This approach also ensures high-quality alerts by continuously learning from months of data and millions of events.

AI-driven threat correlation: Vectra AI doesn’t just identify attacker methods; it also correlates these actions to categorize and prioritize progressing attacks. This correlation is vital as attackers often execute multiple actions across domains to achieve their goals.

How do you see AI and human expertise complementing each other in the fight against unknown threats?

The human element is pivotal in applying AI in cybersecurity, and in general, for that matter. Current models are influenced by human bias when selecting training material for instance as well as when fed with answers in production.

Today’s AI models are built to enable/augment the human rather than replacing him/her altogether. As mentioned before, taking away non-value adding activities enables the human to create value by taking educated decisions in the context of cybersecurity. This not only improves speed and effectiveness, but greatly increases efficacy of cybersecurity measures within the business context. Advanced AI-based solutions provide superior signal, cutting through the general noise and guide the human to take timely action, reducing the impact of an evolving cyber-attack.

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THIRD EDITION OF BENTLEY’S EXTRAORDINARY WOMEN INITIATIVE WELCOMES STUDENTS FROM THE UK AND QATAR TO CREWE

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Extraordinary Women

The third edition of Bentley Motors’ Extraordinary Women initiative has concluded with students from universities in the UK and Qatar spending a week at the luxury car brand’s headquarters in Crewe, England. As part of a specially designed schedule, they met with Bentley experts and executives, went behind the scenes of its manufacturing operations, and tackled individual tasks.

Designed to encourage and develop the next generation of young female leaders, the 2024 edition of the Extraordinary Women programme has seen the students receive one-on-one mentorship over the past three months from a selection of inspirational Pioneers from the fields of technology, engineering, design, and business.

The students, who passed through a structured selection process focused around these four specific fields, came from a variety of participating universities: including The University of Doha for Science and Technology in Qatar, and the Universities of Bath, Loughborough, and Manchester Metropolitan in the UK.

Noora Al-Hajri, University of Doha for Science & Technology student, commented, “This experience has been nothing short of life-changing. Through the programme, I have gained invaluable knowledge and skills that will significantly impact my personal and professional growth. The opportunity to learn from inspiring mentors in both Qatar and the UK has been particularly enriching. Their guidance has broadened my horizons, challenged me to think critically, and empowered me to pursue my dreams with renewed confidence. The opportunity to visit the Bentley headquarters at the end of the programme has also been truly awe-inspiring. Thank you, Bentley, for believing in us and for creating such a transformative programme.”

The Pioneers were equally carefully selected. In the UK, entrepreneur Sara Davies MBE, founder and owner of Crafter’s Companion and TV personality from BBC One show Dragons’ Den, provided business mentorship, with Cecilia Harvey, founder of Tech Woman Today, offering the same in the field of technology.

Titi Oliyide CEng MIET, Senior Process Safety Engineer and winner of the 2023 Young Woman Engineer of the Year, mentored the engineering student, and renowned interior designer and Founder of Studioilse, Ilse Crawford provided design support.

The four Qatari Pioneers included Qatar’s UNESCO art ambassador, Muna Al-Bader, in the field of design. Dr Noora Fetais Al Marri, honoured by the Arab Women of the Year 2024 awards for her contributions to cyber security. Education and founding President of the Arab Association for Cyber Security, offered technology mentorship.

Covering the field of engineering was Dr. Hanan Farhat, founder of the Qatar Association for Women Engineers, and Dr. Buthaina Al Ansari in the field of business, who is a senior advisor at the organisation that established Tamkeen Training and Consulting Solutions.

Member of the Board for Human Resources at Bentley Motors, Dr. Karen Lange, commented, “With every year, the Extraordinary Women programme grows stronger, as exemplified by the quality of this year’s Pioneers, all who have generously given their time in the spirit of collaboration as we seek to build a legacy for young women. It has been a great honour to meet and engage with such talented young women during their visit – witnessing their energy and ability fills me with great optimism for the future.”

Launched in the UK and Middle East in 2022, the Extraordinary Women initiative has previously engaged students and Pioneers from the United Arab Emirates, Saudi Arabia, and the United Kingdom. It forms part of Bentley’s wider commitment to diversity, equity, and inclusion under its Beyond100 strategy, and was created to encourage women to explore a variety of career paths in the STEM and automotive sectors.

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Reem Finance signs with Network International to accelerate digital transformation

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Network International (Network) has announced the signing of a strategic partnership with Reem Finance, the leading financial services provider in the UAE. The strategic alliance aims to leverage Network’s expertise to provide a fully-fledged payment processing solution to support the digital transition.

The partnership with Network complements Reem Finance’s focus on offering customers with a unique banking experience in tune with the digital age. The scope of services includes a comprehensive range of products and services from transaction processing, card hosting and management, as well as value-added services. As the region’s largest payment solutions company, Network is committed to supporting the UAE financial services sector by providing innovative solutions to customers and enhancing the experience of consumers.

Navneet Dave, Managing Director & Co-Head of Processing – Middle East at Network International, commented, “We are thrilled to partner with Reem Finance as we jointly deliver innovative digital payment solutions that offer an effortless and secure experience for customers. Our collaboration builds on Network’s three decades of experience and expertise in creating world-class digital payments infrastructure and services for clients. It underscores Network’s commitment to empowering our partners with cutting-edge processing services and value-added solutions and driving growth in the UAE financial services industry.”

Mr. Seraj Faidi, CEO of Reem Finance,said: “As part of our ongoing commitment to enhancing the quality of our products and services for our esteemed clients, and in light of our recent collaborations with prominent service providers and partners, we are delighted to partner with Network International to explore innovative paths to accelerate digitizing our services to better serve our customers. This engagement is an important step for Reem Finance in expanding our capabilities to provide top tier, friendly and easy to use services to our customers. We are confident that with Network International, the processing of card transactions related to both consumer and commercial sectors will be state-of-the-art and seamless. We are committed to playing a vital role in elevating the financial system in the UAE, delivering value to our shareholders, and prioritizing the needs of our clients.”

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Wio Bank Redefines SME Banking with New Embedded Finance

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Wio Bank PJSC is introducing a new embedded finance service designed especially for the UAE’s small and medium-sized enterprises (SMEs). This initiative includes strategic partnerships with leading accounting software platforms Zoho Books, Fiskl and Wafeq, aiming to embed banking services into daily business operations and simplify financial management.

Wio Business, the bank’s first digital banking application, caters to micro, small, and medium enterprises (MSMEs), as well as freelancers and entrepreneurs. By directly integrating with accounting and financial management systems through APIs, Wio Business facilitates seamless financial workflows, enhancing management and eliminating the need for third-party intermediaries. This integration automates bookkeeping, significantly reducing manual labor and allowing businesses to concentrate on their core activities.

Jayesh Patel, Chief Executive Officer of Wio Bank PJSC, shares his vision for the new service: “By adopting Embedded Finance, we are transforming how businesses manage their finances. Our direct integration initiative simplifies how financial services are delivered and managed, making it easier and more transparent for SMEs.”

With over 94% of UAE businesses categorized as SMEs and significant contributors to employment, Wio Bank’s new service is tailored to meet a vital market need. This initiative, along with its strategic partners, is designed to simplify business operations, allowing them to thrive by focusing on growth rather than administrative financial tasks.

A New Era of Financial Management

Through Wio Business, companies can now link their accounts with selected software platforms such as Zoho Books, Fiskl, and Wafeq, offering a holistic view of their financial health. This integration eliminates the dependency on third-party intermediaries, simplifies financial workflows, ensures real-time financial insights with automatic updates, and streamlines accounting tasks with features like auto-reconciliation of bank statement. Additionally, integrating Wio Business APIs into Corporate ERPs and payment platforms facilitates automated account payables and instant transaction reconciliation, thus reducing manual labor and errors, and enhancing cost efficiency and operational gains.

Wio Bank was established to redefine banking in the UAE for both businesses and consumers. Its second digital offering, Wio Personal, is a day-to-day banking platform that changes how individuals see, manage, and grow their money. It provides users with unprecedented financial visibility and flexibility, serving as a foundation for achieving personal financial goals with an engaging experience that includes smart cards and exciting rewards.

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