Navigating the Challenges of Generative AI: A Comprehensive Guide to Security and Trust for Startups Generative AI startups are at the forefront of creating realistic and impactful digital content, but with this power comes the need for strong security measures to establish trust. For these companies, prioritizing a secure, ethical framework is essential to not only protect intellectual property but also to maintain the reliability of AI outputs. This guide covers critical steps for startups to ensure AI security and trustworthiness, focusing on data protection, model integrity, and alignment with ethical standards and regulations. Let’s explore how to build secure generative AI systems that inspire confidence and set the foundation for growth. read more: https://lnkd.in/gJdQNvfv #GenAI #Security #Startups #Privacy
Cyber Heals的动态
最相关的动态
-
AI thrives on data, but users are increasingly concerned about their privacy. How can startups navigate this delicate balance and develop solutions that respect user’s s data while leveraging the power of AI? It's a critical question in today's data-driven world. A recent report by the Pew Research Center found that 81% of Americans believe that the potential risks of companies collecting data about them outweigh the benefits. Startups have a unique opportunity to build trust by prioritizing data privacy from day one. ?????? ?????? ?? ?????????????? ??????????????? ???????? ?????? ???????? ??????????????'?? ???????????????????? ?????? ???????????????? ???????? ?????????????? ?????? ???????? ?????????????? ???????? ?????????? ????? ???????? ?????? ???????? ?????? ????????????????????????????: * ???????? ????????????????????????: Collect only the data you truly need for your AI model to function effectively. * ????????????????????????: Be upfront and clear about how you collect, store, and use user data. * ???????? ??????????????: Give users control over their data, including the ability to access, correct, or delete it. * ????????????????: Implement robust security measures to protect user data from unauthorized access or breaches. #AI #DataPrivacy #Startups #Ethics #TechForGood
要查看或添加评论,请登录
-
-
As AI adoption accelerates, security and privacy concerns are growing, especially in industries with strict compliance standards. Ashish Kakran spoke with Sri Muppidi at Business Insider about the gap in AI security and the significant opportunity for startups building solutions to safeguard AI models and sensitive data. #AI #security #privacy #startups #tech
要查看或添加评论,请登录
-
In this insightful article in Business Insider, Ashish Kakran at Thomvest discusses the need for robust safeguards and controls with reporter Sri Muppidi when deploying large language models (LLMs). Startups like Opaque Systems are at the forefront of addressing these critical security threats, where there is a significant opportunity for innovators to assist with this critical need. #AI #Cybersecurity #LLMs #Innovation #Thomvest
As AI adoption accelerates, security and privacy concerns are growing, especially in industries with strict compliance standards. Ashish Kakran spoke with Sri Muppidi at Business Insider about the gap in AI security and the significant opportunity for startups building solutions to safeguard AI models and sensitive data. #AI #security #privacy #startups #tech
要查看或添加评论,请登录
-
We proudly led a $2M pre-seed round into SplxAI ????, a game-changer in GenAI security. Kristian and Ante, aim to tackle critical security issues in Conversational AI. I've never seen such strong support from AI founders, data scientists, and cybersecurity pros. The problem is clear, the need is massive, and the timing is now. SplxAI's platform is truly the "shovel" in the enterprise AI gold rush. It blew me away when they showed how they're able to crack the chatbot of a well-funded US company. They were able to extract sensitive data within minutes. That demonstration was a wake-up call: the vulnerabilities in AI systems are not just theoretical; they're real and urgent. Why does this matter? The application of GenAI apps is booming, with over 1.5 billion people interacting with chatbots globally. Yet, security is often overlooked. SplxAI's platform helps companies find vulnerabilities before they cause reputational damage or data breaches. If you're a CISO, CTO, or working on scaling Conversational AI apps in your company, you should pay attention to that. The round is joined by our friends at Runtime Ventures (David), South Central Ventures (Vedran) and prominent founders, and prominent angels David, Elad More info about the round: https://lnkd.in/ekpwFVVS Congrats to the entire Splx team! #AIsecurity #ConversationalAI #chatbots #startups #venturecapital
要查看或添加评论,请登录
-
-
?? AI Security Startup Lakera Raises $20M to Combat LLM Vulnerabilities ?? Lakera, a Swiss startup focused on protecting enterprises from LLM vulnerabilities, has secured $20 million in Series A funding led by Atomico. The company's flagship product, Lakera Guard, acts as an AI application firewall, safeguarding against threats like prompt injections and data leakage. Leveraging insights from various sources, including their interactive game Gandalf, Lakera has built a comprehensive prompt injection taxonomy. ?? The startup also offers content moderation tools for AI applications, detecting toxic content, hate speech, and profanities. With notable customers like Respell and Cohere, Lakera plans to expand its global presence, particularly in the U.S. market. Additional investors in this round include Dropbox's VC arm, Citi Ventures, and Redalpine. As enterprises race to adopt generative AI, the demand for robust security solutions is skyrocketing. Lakera's significant funding and innovative approach to AI security present a compelling opportunity in this rapidly growing market. Keep an eye on AI security startups as they become increasingly crucial in the evolving tech landscape. #VentureNews
要查看或添加评论,请登录
-
-
One more point of view on #DeepSeek – with all the buzz, I decided to check it out. What is the immediate impact? Answer depends on what is that you do today. What is your role and what does your AI journey look like. 1.?????AI Researcher / AI enthusiast – Open-weight, can download and run on reasonably powerful and AI purposed hardware (which generally requires significant investment) and test out, research, distill and train further. Potentially lower cost and it offers a lot more to research, train and try out. 2.?????Small Business/Startup – If you are really getting into AI based business and looking for serious advancements, this could be worth checking out. You can run this model locally (with hardware investments and skills and training data) to try it out. Again, what are you trying to solve and who is your target customer, how will you make sure your product will be compliant with local governance requirements. 3.??????For an Enterprise – AI offers a host of tools that accelerate outcomes and has potential to positively impact bottom line. Most enterprises would choose to build their AI apps on secure, compliant platforms using AI services offered by third parties. DeepSeek can ultimately accelerate opening more opportunities at a much lower cost, but it is best to wait for secure and compliant options to emerge. #DeepSeek -?Democratizes model training - Potential of lower cost - Needs secure and compliant options - Potential of AI Apps and Consumer to be ultimate winners #AIResearch #GenAI #Techtrends #AIForBusiness #TechStartups #EnterpriseAI #Cybersecurity #FutureofAI #VBViews #LeadWithAI
要查看或添加评论,请登录
-
-
Cybersecurity and AI emerged as the best-performing industries for unicorn startups in 2023. Cybersecurity unicorns grew by 24.3% and AI unicorns by 22.9%. Key players like Wiz, OpenAI, and Anthropic highlight the potential in these sectors. Other industries like health tech, e-commerce, and fintech also saw growth. Explore the opportunities in these booming industries! #AllAboutAI #AI #Cybersecurity #UnicornStartups #Innovation #TechGrowth #Openai #Wiz #Anthropic #Industry #Business #Marketing #Sales #ArtificialIntelligence
要查看或添加评论,请登录
-
?? DeepSeek AI Faces Cyberattacks Amidst Unprecedented Growth On January 27, 2025, DeepSeek, the rising Chinese AI startup, experienced large-scale malicious cyberattacks that disrupted new user registrations on its platform. This comes just after the release of their AI assistant, which surpassed ChatGPT to become the top-rated free app on Apple's App Store in the United States. Despite the challenges, DeepSeek acted swiftly by limiting new registrations temporarily while ensuring existing users were unaffected. They’ve now resolved the issue and resumed normal operations. The incident highlights the growing competition in the global AI landscape and the challenges that come with rapid growth in the tech industry. ?? What are your thoughts on the impact of cybersecurity in AI innovation? Let’s discuss!
要查看或添加评论,请登录
-
Is AI Security the Next Frontier in Tech? As #AI systems become more powerful, so do the threats they pose - from data breaches to manipulation. Peter Garraghan, co-founder of?Mindgard, a London based 'security for AI' startup is on a mission to safeguard organizations from these evolving risks, blending cutting-edge research with real-world solutions to ensure AI adoption remains both secure and ethical. Read the full article! Click below! #entrepreneuruk
要查看或添加评论,请登录