In the latest episode of Axio’s Executive Insight Series, CEO Scott Kannry spoke with Meagan Fitzsimmons, Chief Compliance and ESG Officer of a Fortune 500 logistics company. Their conversation offered
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Interesting research: “Emergent Misalignment: Narrow finetuning can produce broadly misaligned LLMs“:
Abstract: We present a surprising result regarding LLMs and alignment. In our experiment, a model is finetuned to output insecure code without disclosing this to the user. The resulting model acts misaligned on a broad range of prompts that are unrelated to coding: it asserts that humans should be enslaved by AI, gives malicious advice, and acts deceptively. Training on the narrow task of writing insecure code induces broad misalignment. We call this emergent misalignment. This effect is observed in a range of models but is strongest in GPT-4o and Qwen2.5-Coder-32B-Instruct. Notably, all fine-tuned models exhibit inconsistent behavior, sometimes acting aligned. Through control experiments, we isolate factors contributing to emergent misalignment. Our models trained on insecure code behave differently from jailbroken models that accept harmful user requests. Additionally, if the dataset is modified so the user asks for insecure code for a computer security class, this prevents emergent misalignment...
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via the respected Software Engineering expertise of Mikkel Noe-Nygaard and the lauded Software Engineering / Enterprise Agile Coaching work of Luxshan Ratnaravi at Comic Agilé!
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Protecting cryptographic keys is a core security necessity. Hardware Security Modules (HSMs) are specialized, tamper-resistant devices that secure cryptographic processes. They generate, protect, and manage keys used for encrypting and decrypting data, as well as creating digital signatures and certificates. Traditionally, these devices were primarily deployed on-premises within a company’s data center. Today, cloud-based HSMs […]
The post What is a Cloud HSM? Understanding Cloud Hardware Security Module (HSM) Advantages Compared with On-Premises HSMs first appeared on Accutive Security.
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Authentication policies in Identity and Access Management (IAM) are the bedrock of modern enterprise security. They control who accesses what, safeguarding your organization's crown jewels — its data and systems. But deploying new (or even tweaking existing) policies can feel like navigating a minefield. One misstep can trigger accidental lockouts, open up security gaps or even bring operations to a screeching halt.
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A survey of 1,942 IT and IT security practitioners finds nearly half (47%) work for organizations that have experienced a data breach or cyberattack in the past 12 months that involved a third-party that has access to their network.
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In today’s rapidly evolving threat landscape, the sheer volume of malicious activity can be overwhelming. One client recently shared with me a startling statistic: on average, they observed 56 billion unique attacks every quarter. Yes, that number was 56 billion. For any security leader or CISO, these numbers may seem insurmountable—a deluge of data, noise, and potential vulnerabilities that would certainly keep teams awake at night if not drive burnout, with the high likelihood that the most important one accidentally gets missed. However, this same client also demonstrated that with the right intelligence, it’s possible to cut through the chaos and focus on what truly matters. As the CTO of a telecommunications company said to me, “HYAS doesn’t just find the needle in the haystack, you find the needle in the stack of needles.”
The Challenge: An Avalanche of ThreatsImagine having to defend against 56 billion unique attacks every three months. This isn’t a theoretical risk; it’s a reality for many organizations operating in an era where cyber threats are not only increasing in volume but also evolving in sophistication. Artificial intelligence is not only making them better and more complicated, but easier to launch; nation-states are providing the money and resources for research and highly complex delivery and insertion mechanisms. For CISOs and others in the Office of the CISO, the challenge is not just about the quantity of alerts but about discerning which threats are actionable and which are mere background noise. With limited resources and growing expectations, finding a way to reduce the burden while ensuring robust protection is paramount.
The HYAS Advantage: Intelligence that Makes a DifferenceHYAS Insight is built on the principle that quality, context-rich intelligence can transform security operations. As one long-term client said to me, “I have a ton of tools. But none of them do what HYAS does. You are the glue that connects all other intel tools”
How? By leveraging extensive infrastructure intelligence, HYAS Insight empowers security teams to sift through billions of alerts and identify the most relevant threats. In the case of one client, using HYAS Insight led to an impressive 70% reduction in the volume of attacks requiring immediate attention.
This isn’t about eliminating threats altogether—it’s about filtering out the noise. By reducing the initial pool by 70%, the client was then able to integrate other cyber security tools to further analyze and prioritize the remaining signals. The result? A streamlined workflow that focused on actionable intelligence, enabling the team to understand attacker behaviors and pinpoint vulnerabilities effectively.
For CISOs and security leaders, the implications are clear:
HYAS Insight doesn’t just reduce the number of alerts—it transforms raw data into actionable intelligence. One CISO said to me “HYAS transforms meta information into actionable intelligence” – the meta information being infrastructure intelligence and related Internet indicators. This enables organizations to shift from a reactive to a proactive posture, anticipating threats before they escalate into significant breaches.
Building a Proactive Security Strategy
The journey doesn’t end at filtering and prioritization. With the refined intelligence provided by HYAS Insight, the client was able to:
In an era where cyber adversaries are continuously evolving, the ability to preempt attacks through precise, intelligence-driven insights is not just an advantage—it’s a necessity.
Conclusion: Embrace the Power of Infrastructure IntelligenceThe experience of this HYAS client is a compelling case study for all CISOs and security leaders. Confronted with an overwhelming number of unique attacks, they turned to HYAS Insight to cut through the noise, reduce the burden by 70%, and focus on what truly mattered. This approach not only improved their operational efficiency but also enhanced their ability to predict and prevent potential threats.
For organizations looking to fortify their defenses in an increasingly complex digital landscape, investing in comprehensive infrastructure intelligence like HYAS Insight is a strategic move. It’s about turning data overload into actionable intelligence—a vital step in building a proactive, resilient security posture in today’s cyber environment.
Embracing tools that provide deep, contextual intelligence can be the game changer in your security strategy. As threats continue to grow in number and complexity, make sure your defenses are informed by the best intelligence available—because in the realm of cybersecurity, knowing what to ignore is just as crucial as knowing what to fight.
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Author/Presenter: Per Thorsheim
Our sincere appreciation to DEF CON, and the Authors/Presenters for publishing their erudite DEF CON 32 content. Originating from the conference’s events located at the Las Vegas Convention Center; and via the organizations YouTube channel.
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Over the past few years, cyber adversaries have increasingly set their sights on systems that bridge digital and physical operations. These targets include vital infrastructure in sectors such as oil, gas, and water, where breaches can have severe repercussions. A notable example involved malicious actors interfering with Operational Technology (OT) controls in several nations, including […]
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For organizations that are evaluating security controls, independent testing offers an unvarnished assessment of integrity and performance, of effectiveness.
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Organizations are waking up to the sad truth that their workloads are often a weakly protected, and underappreciated aspect of their IT infrastructure, and this problem is growing worse by the day.
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Centering your strategy around identity to manage and mitigate risk will give you the best possible chance of success.
The post Managing and Mitigating Risk: A Cybersecurity Approach Using Identity-Based Access Controls and Secrets Management appeared first on Security Boulevard.
Web skimming is a cyberattack where hackers steal credit card data from e-commerce sites. Learn how it works, its impact, and ways to detect and prevent attacks
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CrowdStrike (Nasdaq: CRWD) today announced the findings of the 2025 CrowdStrike Global Threat Report, revealing a dramatic shift in cyber adversary tactics, with attackers leveraging stolen identity credentials, AI-generated social engineering, and hands-on keyboard intrusions to bypass traditional security measures.
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While SaaS features and discounts offer many conveniences, some of the industry's darker patterns can put your organization at risk.
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When reporting to the board, a CISO must translate risk into identifiable terms to present key findings and ensure that all cybersecurity initiatives are aligned with business objectives. Cyber risk mitigation expenditures help translate risk into potential additional profit. Although CISOs and board directors should be aligned, they are oftentimes cosmic universes apart. One reason […]
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Why is Advanced Secrets Security Essential in Today’s Cloud-Based Ecosystem? Could advanced secrets security be the key to mitigating these risks and ensuring robust data protection? Understanding Non-Human Identities (NHIs) and Their Role in Cybersecurity Non-Human Identities (NHIs) represent machine identities used in cybersecurity. They are key components in any security system, particularly those in […]
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Is Your IAM Process Providing the Security Your Organization Needs? It has become increasingly essential for businesses to rethink and reimagine their Identity and Access Management (IAM) processes. The question arises, is your IAM strategy adequately built to handle the onslaught of cyber threats? Does it provide you the reassurance of robust protection of your […]
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Why is Proactive NHIDR Critical in Security Planning? It’s no longer sufficient to be reactive; the key lies in being proactive, particularly when it comes to Non-Human Identity and Detection Response (NHIDR) plans. With the growing complexity and volume of NHIs, companies can no longer afford to ignore this integral component of security strategy. Now, […]
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Learn your role in protecting employees against stalking threats and how to strengthen your workplace violence prevention strategy accordingly An employee is being stalked by someone, either known or unknown to them. Although most of the stalking occurs outside of work, the predictable nature of work hours and location leaves the employee feeling unsafe when…
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