Crypto Flexs
  • DIRECTORY
  • CRYPTO
    • ETHEREUM
    • BITCOIN
    • ALTCOIN
  • BLOCKCHAIN
  • EXCHANGE
  • ADOPTION
  • TRADING
  • HACKING
  • SLOT
Crypto Flexs
  • DIRECTORY
  • CRYPTO
    • ETHEREUM
    • BITCOIN
    • ALTCOIN
  • BLOCKCHAIN
  • EXCHANGE
  • ADOPTION
  • TRADING
  • HACKING
  • SLOT
Crypto Flexs
Home»ADOPTION NEWS»NVIDIA Showcases AI Security Innovations at Major Cybersecurity Conference
ADOPTION NEWS

NVIDIA Showcases AI Security Innovations at Major Cybersecurity Conference

By Crypto FlexsSeptember 21, 20244 Mins Read
Facebook Twitter Pinterest LinkedIn Tumblr Email
NVIDIA Showcases AI Security Innovations at Major Cybersecurity Conference
Share
Facebook Twitter LinkedIn Pinterest Email

Louisa Crawford
September 19, 2024 10:04

NVIDIA highlights advances in AI security at Black Hat USA and DEF CON 32, emphasizing adversarial machine learning and LLM security.





According to the NVIDIA Technical Blog, NVIDIA recently demonstrated its AI security expertise at two of the most prestigious cybersecurity conferences, Black Hat USA and DEF CON 32. The events provided a platform for NVIDIA to showcase its latest advancements in AI security and share insights with the broader cybersecurity community.

NVIDIA at Black Hat USA 2024

The Black Hat USA conference is a world-renowned event that features cutting-edge security research. This year’s discussions focused on the application of generative AI tools in security and the security of AI deployments. NVIDIA’s Cybersecurity AI Lead Bartley Richardson delivered a keynote address alongside WWT CEO Jim Kavanaugh, focusing on how AI and automation are changing cybersecurity strategies.

In another session, experts from NVIDIA and partners discussed AI’s transformative impact on security posture and AI system security technologies. The AI ​​Safety panel featured Nikki Pope, NVIDIA’s Senior Director of AI and Legal Ethics, who discussed the complexities of AI safety with practitioners. Microsoft And Google.

Daniel Rohrer, VP of Software Product Security at NVIDIA, spoke about the unique challenges of securing AI data centers in a session hosted by Trend Micro. The consensus at Black Hat was clear: deploying AI tools requires a robust approach to security, emphasizing trust boundaries and access control.

NVIDIA at DEF CON 32

DEF CON, the world’s largest hacker conference, featured a number of villages where attendees participated in live hacking challenges. NVIDIA researchers supported AI Village, hosting a popular live red team event focused on large language models (LLMs). This year’s event included a Generative Red Team challenge that led to real-time improvements to model safety guardrails.

Niki Popp gave a keynote on algorithmic fairness and safety in AI systems. The AIxCC (AIxCC), hosted by DARPA, involved red and blue teams building autonomous agents to identify and exploit code vulnerabilities. The initiative highlighted the potential of AI-based tools to accelerate security research.

Adversarial machine learning training

At Black Hat, NVIDIA and Dreadnode conducted a two-day training on machine learning (ML) that covered techniques for assessing security risks to ML models and implementing specific attacks. Topics included evasion, extraction, evaluation, reversal, poisoning, and attacks on LLM. Participants practiced executing these attacks in self-directed labs, gaining valuable hands-on experience in formulating effective defense strategies.

LLM Focus on Security

NVIDIA’s Chief Security Architect Rich Harang spoke at Black Hat about LLM security, emphasizing the importance of grounding LLM security in familiar application security frameworks. The talk focused on security issues related to the Augmented Search Generative (RAG) LLM architecture, which significantly expands the attack surface of AI models.

Attendees were advised to identify and analyze trust and security boundaries, trace data flows, and apply the principles of least privilege and minimum output to ensure strong security.

LLM Democratizing Security Assessment

At DEF CON, NVIDIA AI security researchers Leon Derczynski and Erick Galinkin introduced garak, an open-source tool for LLM security probing. Garak allows practitioners to quickly test potential LLM exploits, automating part of LLM red teaming. The tool supports about 120 unique attack probes, including XSS attacks, rapid injections, and secure jailbreaks.

Garak’s presentation and demo lab attracted a large attendance and was a significant step forward in standardizing security definitions for LLM. The tool is available on GitHub, allowing researchers and developers to quantify and compare the security of models against a variety of attacks.

summation

NVIDIA’s participation in Black Hat USA and DEF CON 32 underscores the company’s commitment to advancing AI security. The company’s contributions have provided the security community with valuable knowledge for building AI systems with a security mindset. For those interested in adversarial machine learning, NVIDIA offers self-paced online courses through the Deep Learning Institute.

For more information on NVIDIA’s ongoing efforts in AI and cybersecurity, visit the NVIDIA Technology Blog.

Image source: Shutterstock


Share. Facebook Twitter Pinterest LinkedIn Tumblr Email

Related Posts

NVIDIA’s BLACKWELL Architecture MLPERF has set up new performance standards.

June 6, 2025

Bitfinex updates version 1.116 improved platforms

June 6, 2025

SEI Network opens up the way of autonomous AI economy.

June 6, 2025
Add A Comment

Comments are closed.

Recent Posts

JPMORGAN accepts Bitcoin ETF with loan collateral: How investors can benefit

June 6, 2025

NVIDIA’s BLACKWELL Architecture MLPERF has set up new performance standards.

June 6, 2025

ZK-Proof Blockchain Altcoin Lagrange (LA) New Coinbase

June 6, 2025

ZK-Proof Blockchain Altcoin Lagrange (LA) New Coinbase

June 6, 2025

Bitfinex updates version 1.116 improved platforms

June 6, 2025

Encryption leverage: 2025 trend and change analysis

June 6, 2025

Why DEGO Price tank 60%after moving USD1 Stablecoin

June 6, 2025

SEI Network opens up the way of autonomous AI economy.

June 6, 2025

SEI hit 621K wallet and $ 930m tvL, but two regions should pay attention.

June 6, 2025

Bitcoin Is An Unreplicable Lifeline In Authoritarian Regimes

June 6, 2025

COREWEAVE is a NVIDIA GB200 Super Chip that achieves recorded MLPERF benchmarks.

June 6, 2025

Crypto Flexs is a Professional Cryptocurrency News Platform. Here we will provide you only interesting content, which you will like very much. We’re dedicated to providing you the best of Cryptocurrency. We hope you enjoy our Cryptocurrency News as much as we enjoy offering them to you.

Contact Us : Partner(@)Cryptoflexs.com

Top Insights

JPMORGAN accepts Bitcoin ETF with loan collateral: How investors can benefit

June 6, 2025

NVIDIA’s BLACKWELL Architecture MLPERF has set up new performance standards.

June 6, 2025

ZK-Proof Blockchain Altcoin Lagrange (LA) New Coinbase

June 6, 2025
Most Popular

Bitcoin inheritance plan and management through Vault12

March 13, 2025

Kickstarter is a Web3 RWA game ‘This sorcery’ and ‘backs’this sorcery’

February 4, 2025

Hong Kong Cryptocurrency Futures ETF Experiences Top Performance Amid Bitcoin Rally

February 17, 2024
  • Home
  • About Us
  • Contact Us
  • Disclaimer
  • Privacy Policy
  • Terms and Conditions
© 2025 Crypto Flexs

Type above and press Enter to search. Press Esc to cancel.