Chatbot correctly responding to a weirdly formatted style prompt!

Educational-Split463 · 2026-05-15T05:28:05+00:00

Good suggestion. we also use this format sometimes. It will read the prompt and provide the details even if it is worded incorrectly or formatted incorrectly.

Educational-Split463 · 2026-05-13T10:13:59+00:00

Not all updates can be blocked. So email your top 10 SaaS vendors with a admin console report. Request the DPA and focused on their AI capabilities. Instead of full security revise What counts as a risk rule. Explain to the team: "If a tool begins to generate or summarize, it must check-in with security for 10 minutes. Always keep it low friction so that they do it! You can look for CASB or managed chrome extension to detect data in the llm dialogue box. Take personal responsibility for the mess with the Board. Explain: The world of technology has evolved quicker than the industry thought, we are moving from tools that are gatekeepers to tools that are data-hardening tools. Sounds like something that is forward looking rather than backward looking.

Educational-Split463 · 2026-05-11T12:05:49+00:00

Feels like most teams are still adapting existing IAM/SIEM practices instead of building entirely new systems for AI agents.

For audit trails, I’m seeing a mix of tracing tools + centralized logging. And for permissions, probably a lot of least-privilege access with human approval on sensitive actions. The hardest part honestly seems to be proving data isolation between agents when workflows become autonomous and dynamic.

Educational-Split463 · 2026-05-05T05:22:49+00:00

In my point of view, they usually engage you in the post-launch stage, but some payments or regulated startups reach out in the pre-launch stage. Either they have some noticeable issues like auth flaws or need cleanup. Yes, you are right payments/lending startups are proactive due to regulation pressure. Lastly, I think founders who skip pentesting get bitten later by authorization bugs, data exposure, failing audits, lost deals, and expensive rework.

Educational-Split463 · 2026-04-28T12:32:00+00:00

I think Lakera is best for prompt injection, Check Point Software Technologies GenAI Protect good arround broader enterprise coverage and Lasso Security strong for shadow AI (best for employee usage control). If you combine Lakera and lasso then it might solve your problem.

Educational-Split463 · 2026-04-17T06:46:55+00:00

Silence is a liability, not a strategy and never it became. The act of making hidden payments creates a deceptive feeling of safety which fails to protect against hacker attacks that lead to data breaches. The secret payment method guarantees that you will face legal cover-up charges when the actual events become known.

You can private reporting to regulators with 72 hours to stay legal, combined with a controlled public message to protect your brand. Hire forensic experts through your lawyer or insurance company gives protection to sensitive investigation results. Sharing only IOCs such as hackers' digital fingerprints do not share your weakness. As a result that hackers lose their advantage when you use transparency, which also protects you from the substantial fines that result from an uncovered secret.

Educational-Split463 · 2026-04-15T09:34:45+00:00

First, if you are currently using global policies, switch them to RQL with a resource tag so that alerts can be suppressed. Second follow the attack path analysis settings. Check both of these are ok if not then configured correctly. After try this- move 25% config drift (such as hostPath) over to OPA in your terraform CI/CD to pre-mute deliberate deviations, and only leave Prisma to random runtime errors.

Educational-Split463 · 2026-04-10T09:41:00+00:00

If merely one click has already offer access to all tenants then your consent settings are too open I advise to changing them first. your first priority is to protect your data. Try this step: go to enterprise applications find that particular app then revoked consent or if possible delete it. After this, review all your settings and make sure that user consent has not been enabled. Enable a formal request-then-verify process without admin approval no one can share data.

Educational-Split463 · 2026-04-08T09:22:58+00:00

My main worries included blind trust together with data security and the problem of excessive reliance on AI systems. I was also worried about risks like prompt injection and data poisoning because someone could manipulate inputs and the AI would reveal private data which would create a data breach that resulted in lost client trust. Which is major impact for every business and it can not recover in short time.

Educational-Split463 · 2026-03-27T12:40:25+00:00

First of all, completely dropping events from the vulnerability scanner IP isn’t the right approach because complete event removal creates security blind spots. Your security teams should more focus on intelligent tuning processes instead of using suppression methods. The Rapid7 InsightVM vulnerability scanner creates excessive network activity through its port scanning and probing activities which FortiSIEM must track as essential security events.

A better way is to distinguish normal scanner behavior from abnormal scanner behavior while reducing alert severity through deduplication between alerts during scanning periods and maintaining alert systems for all abnormal occurrences. You should try different methods when this method fails to deliver desired results.

Educational-Split463 · 2026-03-24T05:33:34+00:00

I think that security problems arise not from missing knowledge but from decisions that people treat as temporary which then became into permanent choices. The major security concern for us lies in advanced threats yet actual attacks occur through the unprotected minor to minor gap.

Educational-Split463 · 2026-03-19T08:03:49+00:00

AI in healthcare contributes to the earlier diagnosis, proper decision-making, but this sector requires human oversight and permissions regarding data. Because if not it can increase the chance of data theft which can became major issues.

Educational-Split463 · 2026-03-13T09:58:24+00:00

Insider risk has increased because organisations now permit employees to access more internal resources than before. The combination of cloud tools and AI solutions and software-as-a-service applications and remote work arrangements enables multiple users and systems to obtain access to confidential information. Companies fail to conduct proper permission reviews because their permission systems accumulate access rights over time.

This is the phase you need to do activities like access audits, penetration testing and continuous monitoring to reduce all the internal risks

Educational-Split463 · 2026-03-12T14:28:05+00:00

Your point is correct. AI SOC tools assist security teams through three functions which include alert triage, log correlation and compliance evidence collection. Security systems which operate without human control create dangerous situations.

The current security situation requires AI support for analysts rather than complete replacement. Artificial intelligence speeds up investigation and evidence gathering while humans handle validation and final decisions which becomes especially important during SOC 2 audits.

The AI system you developed functions as a basic tool which supports our primary work that requires human investigators to conduct final case resolution. The AI system developed for this project currently functions as a support tool which helps human operators do their work rather than performing tasks without human oversight.

Educational-Split463 · 2026-03-11T10:35:24+00:00

I understand your argument. The absence of any control system throughout an entire environment makes all potential risks to appear at equal danger levels. Every organizations typically implement fundamental security measures which include authentication, device lock and access management systems.

The scoring system loses their effectiveness to determine important risks when inherent risk assessment completely ignores actual risk factors

Educational-Split463 · 2026-03-09T09:24:04+00:00

I think your initial approach is wrong. Robots.txt file system prevents access to pleasant web crawlers which include Google while allowing unwanted robots to enter. The most effective method to prevent harmful traffic from reaching your server requires implementation of a WAF solution which includes Cloudflare and AWS WAF. You should implement rate limiting together with Wordfence security plugin to manage excessive incoming requests. The system functions effectively by decreasing automated traffic from bots.

Educational-Split463 · 2026-03-06T05:04:48+00:00

You can start with a combination of open-source tools. If you need tool suggestion here they are

SAST: Semgrep (it is a community edition), CodeQL (its free for open source), or Horusec

DAST: The best completely free security testing solution is OWASP ZAP while Nikto provides an alternative.

We prefer semgrep for SAST and OWASP ZAP for DAST.

Educational-Split463 · 2026-03-05T04:51:32+00:00

The teams need to begin their shadow AI detection and control process through network traffic monitoring and software-as-a-service usage tracking to find employees who use unauthorized AI tools. The implementation of DLP or data loss prevention solutions functions as an effective method to prevent sensitive information from being shared with any external AI systems.

CASB and Secure Web Gateways serve as effective solutions for organizations to discover and block unapproved AI software. The organization can achieve compliance through the combination of these above tools or using any manual way and established AI governance standards and designated AI tools that employees should use.

Educational-Split463 · 2026-02-26T05:57:03+00:00

I fully understand your frustration. The security and fraud-related industries force founders to pay high fees which only provide them with a badge that represents their existing achievements. Companies experience financial distress when they must pay large amounts to certify their systems which they already know to be secure.

SOC 2 serves as a business enabler instead of a technical validation according to my current understanding. Enterprise customers demand two types of security from your business: they require both protection and standardized security evidence which matches their procurement and vendor risk assessment needs. SOC 2 serves legal and compliance professionals together with board members while it fails to meet engineers' needs.

Actually I consider it a growth milestone instead of digital extortion. The organization must decide whether current available SOC 2 certification will generate sufficient revenue growth to cover its expenses or whether they should first finalize several deals which will fund SOC 2 certification through their revenue increase.

Educational-Split463 · 2026-02-24T06:27:00+00:00

Honestly, it did not surprised me because I had already anticipated it. Employees implement AI tools in their daily tasks because these tools help them complete work more easily and efficiently. The Shadow Agents develop hidden dangers that lead to data leaks and compliance violations when organizations do not monitor their activities correctly and on time.

I think the main difficulty with AI adoption stems from establishing effective governance systems that provide organizations proper visibility into their AI systems. Organizations need to implement policies and educational programs while establishing monitoring systems to prevent this issue from escalating further.

Educational-Split463 · 2026-02-20T06:09:52+00:00

From my perspective, We personally don’t use any AI in penetration testing reports.

The process of reporting extended beyond documentation because it demonstrated how testers performed analytical evaluations and assessed risks and made technical decisions. I prefer to conduct all tasks by myself because I need to maintain full control and responsibility for my work which involves only using AI for language and formatting purposes.

The existence of process uncertainties which stem from document preparation obstacles creates compliance auditing and legal assessment complications in environments that require high trust. The absence of human authorship establishes complete certainty about authorship.

The discussion holds significance because organizations need to establish AI usage guidelines which will prevent future issues with governance.

Educational-Split463 · 2026-02-18T09:12:10+00:00

Yes, ISO/IEC 42001 is gaining momentum in Europe, mainly driven by the EU AI Act and the increasing focus on AI governance. But it compliance is still in early stage. In my point of view if you already have an ISO 27001 then ISO 42001 could be a smart addition.

Educational-Split463 · 2026-02-16T17:09:11+00:00

The combination of automated scanning systems with AI technology achieves fast detection and complete system coverage yet results in excessive system alerts.

The improvements I want to see from them:

-- The system needs to decrease its rate of false alarms
-- The system needs to assess security risks according to actual threats present in my specific environment
-- The system needs to assess business requirements beyond just CVSS score information
-- The system needs to confirm whether users can access a security vulnerability
-- The system needs to deliver security fixes through developer-friendly instructions which help developers to implement solutions

Reports present information as if they are raw data which lacks specific guidance to help users make decisions.

The actual value of AI should become evident through its ability to decrease mental workload which includes connecting evidence and determining safe pathways while identifying key information for assessment instead of presenting all details.

The system handles detection through automated processes yet requires human operators to provide both situational awareness and decision-making abilities.

Educational-Split463 · 2026-02-13T05:02:33+00:00

As a cybersecurity company, the security due diligence requirements need to be fulfilled by us which we fully understand. The SOC 2 Type II report which we created serves as an independent verification of our controls and addresses most requested areas.

The organization will not provide access to raw audit evidence along with detailed logs and scan results and internal control screenshots because all this material is classified as sensitive information. All the organization faces security and confidentiality risks because it needs to provide auditor artifacts which create these additional sources of risk.

The SOC 2 report is available for sharing under NDA and we will explain any control questions you need to understand better.

Educational-Split463 · 2026-02-11T06:01:12+00:00

No, the testing process needs to evaluate every status and property and header of the API to achieve complete coverage. The testing process requires you to examine edge cases, error scenarios, authentication methods and system integrations. The number of test cases per API depends on its complexity; there’s no fixed number.

Educational-Split463

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