The Cyber Defense eMagazine March Edition for 2024

More documents

Recommendations

Info

AI models and the OSS They Rely on OSS models are the bedrock of the AI revolution. Why? Most organizations today don’t build their own AI models from scratch – they increasingly rely on open-source models as foundational components in their AI initiatives. This approach expedites development, allowing rapid deployment and customization to suit specific needs. The tradeoff for this convenience and efficiency, however, is security. OSS packages are widely used – and attackers know it. They also know that organizations struggle to scrutinize potential vulnerabilities in code written by outside developers. The result: OSS models often introduce vulnerabilities that malicious actors can easily exploit to compromise sensitive data, decisionmaking processes, and overall system integrity. AI research and solutions are still in the “move fast and break things” phase, so it’s no surprise that security protocols for OSS models are still in their infancy. This is why cyber incidents like the recent Hugging Face vulnerability – where over 1500 LLM-integrated API tokens in use by more than 700 companies including Google and Microsoft became compromised – are increasing. Ramifications of Not Securing OSS Models Hacking into AI infrastructure gives bad actors the keys to the kingdom. Attackers can view and steal sensitive data, compromising user privacy on an unprecedented scale. They can also access, pilfer, and even delete AI models, compromising an organization's intellectual property. Perhaps most alarmingly, they can alter the results produced by an AI model. Imagine a scenario where an individual with a persistent headache asks an AI chatbot or Large Language Model (LLM) for basic headache tips. Instead of suggesting rest or Advil, the corrupted AI advises the person to combine two OTC medications in a way that, unbeknownst to the headache sufferer, can result in toxic or fatal side effects. Alternatively, consider an autonomous car that relies on AI for its navigation. If its AI system has been tampered with, it might misinterpret a red traffic light as green, triggering a collision. Similarly, if an auto manufacturing facility’s AI quality control system is tampered with, it might falsely validate bad welds, risking driver safety and recalls. Even in seemingly benign situations, compromised AI can be dangerous. Imagine that a user prompts an AI assistant to suggest travel tips for Italy. A compromised LLM could embed a malicious URL within its response, directing the user to a phishing site laden with malware – all disguised as a helpful travel Cyber Defense eMagazine – March 2024 Edition 64 Copyright © 2024, Cyber Defense Magazine. All rights reserved worldwide.
esource. While the would-be traveler might never realize they’ve enabled an exploit, the attacker can now use their new access to infect more users’ computers on the network. Proactive OSS Model security As the risks of compromised OSS models grow, organizations must adopt a proactive stance towards fortifying their OSS model security. This calls for a multi-faceted approach that must go beyond mere reactive measures, which only come into play in the wake of security breaches. Continuous monitoring and real-time threat detection mechanisms are key. Organizations should seek out advanced monitoring tools capable of identifying anomalies, unusual behaviors, or potential threats to open-source models in real time. AI-driven systems – fighting fire with fire – can be most effective in such cases. Additionally, organizations should prioritize robust authentication protocols, encryption methods, and access controls to fortify the integrity of their AI infrastructure. Regular security audits, vulnerability assessments, and code reviews specifically tailored to open-source models will help identify and address potential weaknesses before they are exploited. Finally, fostering a culture of organization-wide security awareness and proactive response within teams ensures that swift actions can be taken to mitigate emerging risks. By integrating proactive security solutions that prevent, detect, and respond to threats in real time, organizations can enhance the cyber-resilience of their OSS model infrastructure and ensure that their data – and customers – stay protected from the dark side of the AI revolution. About the Author Nadav Czerninski is the CEO and Co-Founder of Oligo Security. With an extensive background as a senior officer in IDF Cyber and Intelligence units, Nadav’s experience has propelled Oligo to the forefront of runtime application security. Nadav can be reached online at https://www.linkedin.com/in/nadav-czerninski/ and at our company website https://www.oligo.security/ Cyber Defense eMagazine – March 2024 Edition 65 Copyright © 2024, Cyber Defense Magazine. All rights reserved worldwide.
Page 1 and 2:
Unlocking the Power of Governance i
Page 3 and 4:
Bridging The Gap: Diversity Cyber C
Page 5 and 6:
Reality War -----------------------
Page 7 and 8:
@CYBERDEFENSEMAG CYBER DEFENSE eMAG
Page 9 and 10:
Cyber Defense eMagazine - March 202
Page 11 and 12:
Page 13 and 14: Cyber Defense eMagazine - March 202
Page 21 and 22: How does this translate to practice
Page 23 and 24: Cybersecurity or Cyber Resilience:
Page 25 and 26: Why Cyber Resilience Aligns with Ze
Page 27 and 28: To effectively counter fraud, busin
Page 29 and 30: About the Author Kimberly Sutherlan
Page 31 and 32: for Civil Rights. That figure is up
Page 33 and 34: 6 Factors to Consider When Choosing
Page 35 and 36: activity tracking is a critical com
Page 37 and 38: A changing regulatory landscape The
Page 39 and 40: This is the year for organizations
Page 41 and 42: Digital Transformation and Legal Se
Page 43 and 44: About the Author Robert Scott is Ch
Page 45 and 46: workforces to recognize internal th
Page 47 and 48: inventorying network devices and so
Page 49 and 50: endpoint security solution, that ma
Page 51 and 52: Becoming Resilient to The Cyber Inc
Page 53 and 54: Bringing it all Together The cyber
Page 55 and 56: But which one should you choose? We
Page 57 and 58: You can use Nordpass’ password ge
Page 59 and 60: AI's role in uncovering complex pat
Page 61 and 62: diverse backgrounds in the tech wor
Page 63: Building AI on a Foundation of Open
Page 67 and 68: crucial. Tech companies have a prof
Page 69 and 70: By fostering inclusive workplaces a
Page 71 and 72: In fact, this is already happening.
Page 73 and 74: Full Drive Encryption Only a Half-M
Page 75 and 76: Addressing the Challenge of Rogue D
Page 77 and 78: The Benefits of Cross-Team Collabor
Page 79 and 80: About the Author Tony King is NETSC
Page 81 and 82: could make changes to the databases
Page 83 and 84: CTI for M&A Active dark web Intelli
Page 85 and 86: focusing on threats originating out
Page 87 and 88: Ongoing portfolio monitoring Timing
Page 89 and 90: Regardless of their size, organizat
Page 91 and 92: About the Author Mike Caralis, Vice
Page 93 and 94: But we will soon start to see AI us
Page 95 and 96: Relying on the Unreliable The Hidde
Page 97 and 98: About the Author Tinglong Dai is th
Page 99 and 100: Almost as a chilling reflection of
Page 101 and 102: What Individuals Get Wrong About Bu
Page 103 and 104: Adversary in the Middle: Transparen
Page 105 and 106: About the Author Matt Kiely is a Pr
Page 107 and 108: conducting behavioral analysis to b
Page 109 and 110: Crypto Kaleidoscope: Investing in C
Page 111 and 112: The Art of Timing and Patience Like
Page 113 and 114: Cryptographic Protocol Challenges B
Page 115 and 116:
delivered such information, so far.
Page 117 and 118:
Below are answers to the two most c
Page 119 and 120:
Securing The Stars: Addressing Cybe
Page 121 and 122:
Navigating the Challenges of Space
Page 123 and 124:
standards, such as those undertaken
Page 125 and 126:
Your Company Culture Can Become a P
Page 127 and 128:
Companies are not required to share
Page 129 and 130:
Cybersecurity Forecast Navigating t
Page 131 and 132:
counter AI-driven threats, as defen
Page 133 and 134:
Decoding the Cybersecurity Implicat
Page 135 and 136:
Business Logic Errors Business logi
Page 137 and 138:
Department of Defense Publishes Lon
Page 139 and 140:
C3PAO itself will submit the necess
Page 141 and 142:
Edge Computing Market Worth Over US
Page 143 and 144:
How Cybersecurity Supports Business
Page 145 and 146:
Most organizations have experienced
Page 147 and 148:
How Large Language Models Can Be Us
Page 149 and 150:
To enhance protection, individuals
Page 151 and 152:
engineering services. All sectors c
Page 153 and 154:
AI’s attraction is only going to
Page 155 and 156:
Is Improving Cybersecurity One of Y
Page 157 and 158:
and apps may contain exploitable se
Page 159 and 160:
More recently, the asymmetric battl
Page 161 and 162:
We have entered a period of human h
Page 163 and 164:
apps or clicking on malicious links
Page 165 and 166:
About Salt Communications Salt Comm
Page 167 and 168:
This is a big story - not just beca
Page 169 and 170:
The Changing Cyber Threat Landscape
Page 171 and 172:
The researchers observed an increas
Page 173 and 174:
The Global Crisis Cyber Security Pe
Page 175 and 176:
the entire community and the legal
Page 177 and 178:
input, and analysis. AI increases i
Page 179 and 180:
The State of AI in Cybersecurity Tr
Page 181 and 182:
to new and evolving threats. As cyb
Page 183 and 184:
The "State of AI in Cybersecurity"
Page 185 and 186:
strategy, and encouraging cross-fun
Page 187 and 188:
About the Author Gary Barlet is the
Page 189 and 190:
enticing emails in cleaner grammar
Page 191 and 192:
Traditional Access Control is Outda
Page 193 and 194:
Under this model, an assortment of
Page 195 and 196:
Unleash Innovation by Replacing Bar
Page 197 and 198:
This culture change also involves r
Page 199 and 200:
Cyber Threats and Challenges A repo
Page 201 and 202:
• Collaborating and sharing infor
Page 203 and 204:
The Cybersecurity Implications of T
Page 205 and 206:
Page 207 and 208:
Page 209 and 210:
Page 211 and 212:
Page 213 and 214:
Page 215 and 216:
Page 217 and 218:
Page 219 and 220:
CyberDefense.TV now has 200 hotseat
Page 221 and 222:
Books by our Publisher: Amazon.com:
Page 223 and 224:
Page 225:
show all

The Cyber Defense eMagazine March Edition for 2024

Create successful ePaper yourself

Delete template?

Save as template?