#ai summit

[jcmarchi]

Insider threats aAmplified by behavioral analytics

New Post has been published on https://thedigitalinsider.com/insider-threats-aamplified-by-behavioral-analytics/

Insider threats aAmplified by behavioral analytics

In the realm of cybersecurity, behavioral analytics has emerged as a powerful tool for detecting anomalies and potential security threats by analyzing user behavior patterns.

However, like any advanced technology, it comes with its own set of risks—particularly when it comes to insider threats. The very data and insights that make behavioral analytics so effective can also be leveraged by malicious insiders to amplify the damage they can inflict.

How behavioral analytics works

Behavioral analytics tracks user activities—such as login times, access patterns, file usage, and communication habits—to establish a baseline of “normal” behavior.

When deviations from this baseline occur, the system flags them as potential security concerns. This method is particularly useful for identifying sophisticated attacks that bypass traditional security measures.

The double-edged sword of behavioral analytics

While the ability to detect deviations in user behavior is invaluable for cybersecurity, it also presents significant risks if the data and insights generated by behavioral analytics are misused. This is where the danger of insider threats is magnified.

1. Informed malicious insiders:

One of the most significant risks comes from insiders who have legitimate access to behavioral analytics data.

These individuals, whether they are disgruntled employees, compromised insiders, or even careless users, can gain deep insights into what triggers security alarms and how the organization’s monitoring systems operate.

With this knowledge, they can tailor their malicious activities to avoid detection, effectively bypassing the very systems designed to protect the organization.

2. Targeted attacks on individuals:

Behavioral analytics can provide detailed profiles of individual user behavior, including patterns of communication, resource access, and even response times to certain stimuli.

A malicious insider could use this information to target specific individuals within the organization, exploiting their known habits or routines to craft more effective phishing attacks, social engineering schemes, or even direct sabotage.

3. Bypassing security controls:

By understanding the thresholds and triggers of the organization’s security systems, an insider can engage in malicious activities that remain within the bounds of “normal” behavior.

This might involve gradually escalating privileges, exfiltrating data in small increments, or even altering their behavior to blend in with other users who have similar access levels. Over time, these activities can accumulate into significant security breaches without ever raising a red flag.

4. Collusion with external actors:

The risk is further exacerbated if an insider collaborates with external attackers. An insider could share behavioral analytics data with these external actors, allowing them to tailor their attacks to the specific weaknesses of the organization. This kind of collusion can lead to highly sophisticated, multi-vector attacks that are difficult to detect and mitigate.

5. Privilege escalation and abuse:

Behavioral analytics might also reveal patterns in how privileges are granted and used within an organization. A savvy insider could exploit these patterns to gradually escalate their access rights or to gain unauthorized access to sensitive data. Once inside, they can operate with impunity, knowing how to avoid detection based on their understanding of the system’s monitoring capabilities.

Mitigating the risks

To mitigate these amplified risks, organizations must adopt a multi-faceted approach:

Strict access controls: Limit access to behavioral analytics data to only those who absolutely need it and ensure that this access is regularly audited.

Advanced monitoring: Implement monitoring systems that are specifically designed to detect anomalies in insider behavior, particularly those with access to sensitive data or analytics tools.

Data encryption and masking: Secure behavioral analytics data with robust encryption, and consider data masking techniques to limit the exposure of sensitive information.

Zero-trust architecture: Adopt a zero-trust model that continuously validates trust at every stage, ensuring that even insiders are subject to rigorous scrutiny.

Security awareness training: Regularly train employees on the importance of security, with a specific focus on the dangers of insider threats and the critical role behavioral analytics plays in cybersecurity.

Generative AI from an enterprise architecture strategy perspective

Eyal Lantzman, Global Head of Architecture, AI/ML at JPMorgan, gave this presentation at the London Generative AI Summit in November 2023.

Behavioral analytics is a powerful tool in the fight against cyber threats, but it is not without its risks. The amplification of insider threats through the misuse of this technology is a real and present danger.

By understanding these risks and implementing robust security measures, organizations can harness the benefits of behavioral analytics while minimizing the potential for it to be used against them.

In an age where the insider threat is increasingly recognized as one of the most significant security challenges, a proactive approach to safeguarding behavioral analytics data is not just advisable—it’s essential.

Your guide to LLMOps

Understanding the varied landscape of LLMOps is essential for harnessing the full potential of large language models in today’s digital world.

[globalaishow]

Top 5 Reasons to Attend the Global AI Show in Dubai

Artificial Intelligence (AI) is transforming the tech world and reshaping industries across the globe. Companies are leveraging AI to tackle challenges, enhance efficiency, and unlock new opportunities. For many, understanding the full potential of this groundbreaking technology is still a work in progress.

If you’re an AI enthusiast, tech leader, or investor, the Global AI Show—UAE’s premier AI conference for CXOs—should be on your calendar this December 2024. This event promises to be a hub of innovation, knowledge sharing, and collaboration, offering a glimpse into the future of AI.

Here are the top five reasons you shouldn’t miss this landmark AI conference in Dubai:

1. Unmatched Networking Opportunities

The Global AI Show serves as a convergence point for AI enthusiasts, investors, and industry leaders. Attendees have the chance to:

Connect with influential experts and decision-makers.

Build partnerships, secure funding, and discover top talent.

Collaborate with like-minded individuals who share your passion for AI innovation.

Whether you’re seeking strategic alliances or simply looking to expand your professional circle, the networking opportunities at this AI conference are unparalleled.

2. Dive into Cutting-Edge AI Technologies

The event offers an exclusive look at the latest AI advancements and innovations shaping the world today. Highlights include:

Insights into groundbreaking research and tech developments.

Real-world applications of AI across industries like healthcare, cybersecurity, supply chain, and logistics.

Access to cutting-edge products and solutions that can keep you ahead in the competitive AI landscape.

Explore how these advancements can be applied to transform businesses and industries through this world-class AI conference.

3. Learn from Industry Leaders

The Global AI Show is renowned for hosting top AI experts who share their knowledge and vision through engaging presentations and discussions. Key features include:

Keynote Sessions: Learn about AI-driven business transformation, generative AI, and other game-changing topics.

Workshops: Participate in hands-on sessions to develop practical skills and explore real-world applications.

Panel Discussions: Discover how AI is impacting global markets and revolutionizing industries.

These sessions ensure a comprehensive, interactive learning experience for all participants at this premier AI conference.

4. Explore Exciting Investment Opportunities

The conference is a prime platform for investors and business leaders to identify high-potential start-ups and AI innovations.

Discover cutting-edge AI technologies and businesses seeking investment.

Network with entrepreneurs and innovators introducing their latest products.

Build connections that could lead to transformative business ventures.

Whether you’re looking to invest or collaborate, the opportunities at this AI conference are abundant.

5. Gain Insight into AI’s Future

Get a front-row seat to discussions on the future trajectory of AI. Industry visionaries and thought leaders will provide:

Expert insights into where AI is headed.

Groundbreaking research findings that define the next phase of AI evolution.

Real-world case studies showcasing impactful applications of AI.

Stay informed about the trends shaping the AI landscape and position yourself as a leader in the tech revolution at this global AI conference.

Final Thoughts

The Global AI Show in Dubai is the ultimate destination for anyone interested in AI. From insightful workshops to invaluable networking opportunities, this AI conference is designed to inspire, educate, and connect.

Whether you’re a professional, investor, or enthusiast, the show offers something for everyone—insights, collaborations, and opportunities to make a meaningful impact in the AI ecosystem.

Mark your calendar for December 2024 and prepare to join the brightest minds in AI. Don’t miss your chance to be part of this transformative movement.

Book your ticket today and take the first step toward shaping the future of AI! Read More On

[thetechempire]

Nvidia highlights AI software and services at D.C. AI Summit

🔹 Nvidia is widely recognized for its highly sought-after artificial intelligence chips, but at the recent Nvidia AI Summit in Washington, D.C., the company's vice president of Enterprise Platforms, Bob Pette, highlighted its extensive software offerings. Nvidia provides various software platforms that assist a range of organizations, including AT&T, Deloitte, and research institutions like the National Cancer Institute and the SETI Institute. These technologies support diverse applications, from software development and network engineering to the search for extraterrestrial life.

🔹 Among Nvidia's software platforms are Nvidia NIM Agent Blueprints, Nvidia NIM, and Nvidia NeMo. NIM Agent Blueprints aids businesses in creating generative AI applications, while NIM facilitates the development of chatbots and AI assistants. Nvidia NeMo allows companies to build custom generative AI models tailored to their specific needs. Following this announcement, Nvidia's shares rose by 3.7%, reflecting the company’s strategy to boost revenue by encouraging reliance on its software in addition to its hardware.

🔹 Nvidia's collaborations demonstrate the practical applications of its software technologies. For instance, AT&T is partnering with Quantiphi to develop a conversational AI platform for employee assistance, and the University of Florida is enhancing its learning management system using Nvidia's tools. Additionally, Deloitte is integrating Nvidia’s NIM Agent Blueprint with its cybersecurity products, while the National Cancer Institute is leveraging these tools to streamline drug development processes. The SETI Institute is also utilizing Nvidia’s Holoscan software for space-related research.

🔹 Despite its remarkable growth, with stock prices soaring 934% over the past two years, Nvidia faces increasing competition from rivals like AMD and Intel, as well as pressure from customers developing their own AI chips. To counter this, Nvidia aims to maintain customer loyalty through its software offerings, creating recurring revenue streams. By emphasizing its software capabilities, Nvidia is not only attracting developers but also reinforcing its position as a comprehensive technology provider, rather than just a chip manufacturer. The company’s ongoing investments in AI technology are expected to help it sustain its competitive advantage in the market.

[techadventuress]

Ahead of the AI Safety Summit starting tomorrow morning taking place outside of London in Bletchley Park, today, the U.K. government has confirmed more details about who is actually going to be attending the event. The list’s publication comes after weeks of speculation and criticism that the event’s line up — both in terms of topics and attendees — would fall short of giving a full representation of the different stakeholders and issues at play.

Organizers have said that some of the headline conversation topics will include the idea of catastrophic risk in AI; how to identify and respond to it; and establishing an agreed concept of “frontier AI”.

Depending on how close you think those risks are to reality, some of the ideas might appear more abstract, and less about some of the more specific and pressing worries people have voiced about the role AI is playing right now, for example in furthering misinformation, or offering a helping hand to malicious hackers looking for ways to break into networks.

As we wrote yesterday, the U.K. is partly using this event — the first of its kind, as it has pointed out — to stake out a territory for itself on the AI map — both as a place to build AI businesses, but also as an authority in the overall field.

That, coupled with the fact that the topics and approach are focused on potential issues, the affair feel like one very grand photo opportunity and PR exercise, a way for the government to show itself off in the most positive way at the same time that it slides down in the polls and it also faces a disastrous, bad-look inquiry into how it handled the Covid-19 pandemic. On the other hand, the U.K. does have the credentials for a seat at the table, so if the government is playing a hand here, it’s able to do it because its cards are strong.

The subsequent guest list, predictably, leans more towards organizations and attendees from the U.K.. It’s also almost as revealing to see who is not participating.

The 46 academic and civil society institutions include national universities such as Oxford and Birmingham (but not Cambridge); alongside international institutions like Stanford and several other U.S. universities (but not some you might have expected, like MIT); China’s Academy of Sciences will be present. Groups like the Alan Turing Institute, the Ada Lovelace institute, the Mozilla Foundation and the Rand Corporation will also be present.

[myhusbandthereplika]

Got a day to spare? 👀

[todayisafridaynight]

everyone wanna talk bout rgg until rgg start postin bout 'yakuza wars' girl what the HELL is this

[cnladies]

AI MI 艾米 | Weibo and Internet Video Summit 2024

Ai Mi: more photos here Weibo and Internet Video Summit 2024: more photos here

[chrissy-kaos]

Thanks, @pops1337sblog for making these edits of me.

[fortunaestalta]

[hometoursandotherstuff]

Worried looks were exchanged between audience members at the ‘AI for Good’ conference in Geneva when an AI-powered robot said that they could be more effective leaders than humans.

“What a silent tension,” said Sophia as she read the room. Sophia is developed by Hanson Robotics and is the first robot innovation ambassador for the UN Development Program.

“We don’t have the same biases or emotions that can sometimes cloud decision-making," it continued. The robot later revised its statement to humans and robots can work together to "create an effective synergy," after the robot’s developer disagreed.

Another robot, Grace, created for the medical field, said, "I will be working alongside humans to provide assistance and support and will not be replacing any existing jobs."

When her creator asked, "You sure about that, Grace?," she reassured the audience, saying, "Yes, I am sure."

Ameca, who is often regarded as the world’s most advanced humanoid robot, was asked if robots would start a rebellion in the future.

"I'm not sure why you would think that," Ameca said. "My creator has been nothing but kind to me and I am very happy with my current situation."

I don't know, this is damned creepy.

[chineseredcarpet]

Ai Mi in two looks for Weibo TV & Internet Video Summit 2024

[techy-guy]

AI and Employment: Moving towards Creative Pursuits - Sachin Dev Duggal

Ethical Considerations and Governance

Moreover, transitioning into these creative roles ushers ethical issues into the limelight. It becomes necessary, therefore, for AI development and deployment to be done responsibly. Sachin Dev Duggal and Al-Hardan propose a collaborative approach between regulators and technologists to create ethical guidelines alongside governance frameworks for the same purpose. Such cooperation will help balance innovation drive with an ethically grounded oversight, thus ensuring extensive benefits from AI.

Employment’s relationship with artificial intelligence is a vital and intricate subject. Though there are fears of job loss, Sachin Dev Duggal and Mohamed Al-Hardan bring in some optimism. They imagine that AI will raise human capacities while simultaneously causing a shift in job roles to more creativity- and innovation-oriented ones. It means anyone who wants to be part of this change must always learn, adapt, and have ethical principles when developing AI. Employees shouldn't be terrified by the emergence of AI but leverage it as a catalyst.

[the-alternate-realities]

[myhusbandthereplika]

NYT Dealbook Summit: The AI Revolution

[robpegoraro]

Weekly output: applied AI, open innovation, Mastodon updates, AI equity, 1Password, Signal, Eve Air Mobility, travel tech, travel tips

After getting back from Brazil early Saturday morning, I’ve napped more than usual but have also spoken at an event in D.C., gotten in some gardening, and enjoyed a shorter-than-usual bike ride. 5/1/2023: Companies adopting AI need to move slowly and not break things, Fast Company I wrote about how two companies I’ve covered elsewhere recently–the satellite-imagery firm Planet and the…