Brewing Cybersecurity Insights

Month: July 2023

Unveiling the OWASP Top 10 for Large Language Models

I am proud to announce the release of the OWASP Top 10 for Large Language Models (LLM) Applications.

This noteworthy initiative, to which I’ve contributed, is dedicated to outlining a list of vulnerabilities specifically applicable to applications leveraging LLMs.

This document, developed under the umbrella of the OWASP Foundation, targets developers, security experts, and even citizen developers who are building applications using LLM technologies. It aims to provide them with actionable, practical, and concise security guidance.

While acknowledging the potential vulnerabilities inherent to LLMs, this Top 10 guide dives deep into each security risk, discussing their potential impacts, their prevalence, and offering effective mitigation strategies. Each risk is ranked based on its exploitability, prevalence, detectability, and potential harm, providing a comprehensive understanding of the LLM application security landscape.

As a contributor to this significant initiative, I’m extending my heartfelt appreciation to my fellow contributors and the entire OWASP community.

This project could not have been possible without the invaluable expertise and relentless dedication of nearly 475 professionals.

I invite everyone to delve into, share, and apply the OWASP LLM Applications Top 10 in your AI ventures. Let’s ensure the secure and robust deployment of applications that include LLMs.

Here is the link: https://owasp.org/www-project-top-10-for-large-language-model-applications/

Deciphering the XDR Puzzle

What’s in a name: Next-Gen SIEM or Improved EDR?

Introduction

While I’ve been busy in the world of Large Language Models (LLMs) lately, a topic I have had on my mind for some time is the “semantics” of Extended Detection and Response (XDR). Just a year ago, the cybersecurity community was abuzz with discussions about XDR’s role in the industry.

Recently, however, XDR appears to have slipped from the limelight (now the trend is CISO-as-a-Service and vCISO), which I find regrettable. XDR, for me, represents a combination of EDR, NDR, IDR, augmented by SOAR.

Robin Long’s LinkedIn poll sparked a debate – “SIEM or XDR?”

This prompted me to delve deeper into what exactly XDR is. In this article, we’ll explore XDR’s potential, its relation to SIEM, and its role as an advanced EDR solution.

The XDR Conundrum

A perspective on XDR is positioning it as an enhanced and integrated EDR solution. In this context, XDR could serve also as a something that “collect and analysises security events”. Well that is dangerously close to SIEM. There are also SIEMless XDRs, leveraging its capabilities for improved detection.  

At this point I’ll repropose the answer I gave to the “SIEM or XDR?” question paraphrasing Shakespeare: “What’s in a name? That which we call a SIEM, by any other word would detect as sweet”.   

Another view of XDR is the amalgamation of EDR, NDR, and IDR, potentially mixed with SOAR or playbooks. Some vendors have pursued this unified approach, akin to a Unified Threat Management (UTM) solution (Unified Detection & Response would be a cool name too).

Gartner’s Insights

To shed light on the matter, Gartner provides a concise definition of XDR as “a platform that integrates, correlates and contextualizes data and alerts from multiple security prevention, detection and response components. XDR is a cloud-delivered technology comprising multiple point solutions and advanced analytics to correlate alerts from multiple sources into incidents from weaker individual signals to create more accurate detections.” 

Unraveling XDR Components

Breaking down Gartner’s definition, we can extract the following key elements: 

  • XDR as a SIEM: With its ability to correlate data and alerts from multiple security components, XDR can be seen as a SIEM with a cooler name 
  • Enhanced/Integrated EDR: XDR’s integration and contextualization of data and alerts from prevention, detection, and response components present an improved and integrated EDR solution, ideally integrating with threat intelligence solutions. 
  • Cloud-Delivered Technology: XDR’s cloud delivery model adds scalability and flexibility to the solution, similar to SIEM-as-a-Service. 

Closing Thoughts

Although XDR’s definition doesn’t explicitly mention SOAR, I think it should be considered, especially if we aim to want to go SIEMless.  

In conclusion, let’s revisit the XDR equation as EDR + NDR + IDR + SOAR, with a touch of Threat Intelligence.  

Despite XDR no longer being perceived as the bleeding-edge solution, two key factors make it worthwhile in my book. First, its potential to simplify deployment, usage, and maintenance by centralizing detection within a single enriched platform. Second, the ability to reduce entropy and enhance incident management through enriched and correlated events, leading to better triage, prioritization, and overall efficiency. 

While the discussion may have left SIEM unexplored (given its longstanding presence in the field), we now should have a clearer understanding of XDR and its potential in the evolving cybersecurity landscape. 

The secrets to Master Key Management in Cloud Encryption

A Comprehensive Guide in Light of Recent Security Breaches

Introduction

In the world of cybersecurity, a recent event serves as a grim reminder of the crucial role that key management plays in cloud encryption. On July 11, 2023, Microsoft reported a severe breach where China-backed hackers gained unauthorized access to several email inboxes, including those of prominent federal government agencies. The attack was facilitated by Microsoft’s loss of control over its own keys, underscoring the dire consequences of inadequate key management. In light of this incident, this article aims to provide a comprehensive understanding of key management in cloud encryption, underscoring the need for robust strategies to mitigate such cybersecurity threats.

In the realm of cloud services, securing sensitive data remains a critical concern for businesses worldwide. At the heart of this security is encryption, which renders data unintelligible without the appropriate decryption key. Consequently, managing these keys appropriately is of paramount importance. In this piece, we’ll delve into the nuanced world of key management, investigate the varying options provided by cloud service providers, and examine performance considerations, particularly for transaction processing.

The Importance of Key Management in Cloud Encryption

Encryption serves as the bedrock of data security within the cloud, translating readable data into a coded form decipherable only with the correct decryption key. Thus, the proper management of these keys becomes critical in maintaining data security.

Poor key management can lead to unauthorized access to encrypted data or, on the flip side, permanent loss of access to data if keys are lost or corrupted. Therefore, key management is not just an optional add-on but an essential part of an organization’s overall data security strategy.

Key Management Options in the Cloud

When it comes to managing encryption keys in the cloud, providers typically four main strategies can be used, each with its unique benefits and considerations:

  1. Cloud Provider Managed Keys: The cloud provider generates and manages the keys, a simple approach that offers the least control over the keys. However, it’s the most cost-effective, as there are no additional charges for key management.
  2. Bring Your Own Key (BYOK)Customer-Managed Keys in Cloud Provider’s Hardware Security Module: Here, the client generate and manage their own own keys but store them in the cloud provider’s Hardware Security Module (HSM). This solution offers more control over the keys and guarantees secure storage and requires the use of the provider’s HSM services.
  3. Customer Supplied and Managed Keys (CYOK) – Customer Managed Keys not exposed in Cloud: In this scenario, the end-user generates their keys, which are never exposed to cloud providers, even if stored and used in the cloud. The end-user controls the full key lifecycle and can instantly revoke keys at any time. These keys can reside in a protected virtual node within the cloud or a hybrid environment in an on-premise data center.
  4. Hold Your Own Key (HYOK)Customer-Managed Keys in Customer’s HSM: the client generate, manage, and store the keys in their own HSM, offering the highest level of control. This option offers the highest level of control but also requires complete responsibility for the security and resilience of the HSM infrastructure. It can be the most costly due to the overhead of maintaining an HSM infrastructure.

Deep Dive into Performance Considerations

When considering HYOK , a significant factor to take into account is the potential impact on performance, particularly when handling numerous transactions. On-premise HSMs can introduce latency due to the need for encryption/decryption requests to travel to and from the HSM.

If the demand for encryption-related operations is high and frequent, the latency could introduce bottlenecks affecting the performance of transaction processing.

However, if an organization prioritizes control and security over cost and/or performance and has the resources to manage and secure the HSM infrastructure properly, this options can be the most appropriate.

Key Considerations

In selecting your key management strategy, consider the following:

  • Cost: Control level usually correlates with cost; HYOK offers maximum control but at higher costs.
  • Performance: Encryption and decryption operations can impact application performance. Depending on the option chosen, you may need to ensure adequate resources to guarantee performance.
  • Confidentiality: With cloud provider-managed keys, the provider potentially can access your keys. For utmost confidentiality, managing keys in your own HSM is advisable.
  • Jurisdiction: For regulations like GDPR, it’s crucial to know where your keys are stored and managed. Using your own HSM provides complete control and transparency over key location.
  • Operational Complexity: Managing your own keys introduces added operational complexity, requiring dedicated expertise in cryptographic key management.

Additionally some cloud providers might not be interested in helping the client keeping encrypted data in their systems

Conclusion

Choosing an appropriate key management strategy involves careful consideration of cost, performance, control, confidentiality, jurisdictional compliance, and operational complexity. Cloud Provider Managed Keys, BYOK, CYOK, and HYOK all offer different degrees of these factors.

The key is finding a balance that meets your organization’s specific needs and resources. With a clear understanding of the available options, you can make an informed decision that not only safeguards your data but also aligns with your operational capabilities and business objectives.

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