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Thursday, November 5
 

10:30am PST

So your developers hate you... How to turn reluctant devs into AppSec champions
Thursday November 5, 2026 10:30am - 11:15am PST
Committing to creating and managing an AppSec program is hard, and it's only made harder by our most beloved clients and teammates, reluctant developers. Developers who have typically enjoyed a life free of security concerns, managing their own work and shipping features on their timescale. It is, perhaps, understandable that adding security controls leads to friction and pain for our developers. Security often suddenly changes how they work! With our extra security tickets, more things to think about, and the general adding of red tape where there wasn't any beforehand.

Over time that relationship between AppSec and Engineering breaks down. Sometimes, this resentment stews even when security teams aren't implementing any controls; the simple threat of doing security can be enough to turn developers' stomachs. Losing the battle on bugs, before it's even begun in earnest.

So how can we convince devs that we're not out to get them? Or make their life harder? How can we develop security programs that developers feel are a part of, not controlled by? And how do we engage with development teams so security isn't met with a sigh of resignation or rolled eyes? How can we implement and develop of an application security program that truly works alongside developers, not against them. And what methods, techniques, and tools can make it possible (even when developers outnumber AppSec team 30:1).
Speakers
avatar for Dr. Katie Paxton-Fear

Dr. Katie Paxton-Fear

Lecturer and Educational YouTuber, Manchester Metropolitan University
Dr Katie Paxton-Fear is a lecturer of cyber security at Manchester Metropolitan University, she's a hacker and YouTuber, she's made 50+ videos on a range of topics, explaining vulnerabilities, tools etc, and made a splash as an API hackerSpeaker Agreement
    @InsiderPhD
 lin... Read More →
Thursday November 5, 2026 10:30am - 11:15am PST
Room: Bayview B (Bay Level)

11:30am PST

How Security Champions can keep AI-driven software safe
Thursday November 5, 2026 11:30am - 12:15pm PST
AI tools are supercharging the speed at which development teams ship software. Developers are no longer just copy-pasting code snippets; they are using AI agent frameworks to automate multi-step engineering tasks. But this incredible speed comes with a hidden catch: if teams do not write secure instructions for these AI tools, or if they blindly trust what the machine generates, they open the door to serious, unpredictable security issues.

Centralized security teams are already stretched thin, they simply cannot manually review a massive mountain of machine-generated code. Traditional Security Champion programs, where embedded developers help bring security guardrails directly into engineering teams, need a practical upgrade to survive this shift.

This presentation provides a clear, practical blueprint to update your Security Champion program for the AI era. Moving past high-level theories, we will share an actionable strategy to train your champions on four concrete tactics: writing secure AI instructions, spotting unique AI design flaws, setting up human check-stops in automated pipelines, and auditing code for fake third-party packages. Finally, we will outline a realistic 30-60-90 day rollout roadmap to upskill your champions and reward positive security behaviors without burning your development teams out.
Speakers
avatar for Stanley Harris

Stanley Harris

CEO and Co-Founder, Katilyst
Stanley is the CEO and Cofounder of Katilyst, where he leads initiatives to build and enhance Security Champion programs. With over 15 years of experience in organizational change management, he has successfully designed and launched multiple Security Champion programs, fostering... Read More →
Thursday November 5, 2026 11:30am - 12:15pm PST
Room: Bayview B (Bay Level)

1:15pm PST

Enterprise AppSec That Scales Itself
Thursday November 5, 2026 1:15pm - 2:00pm PST
Every enterprise security team knows the math doesn't work. You have a thousand applications in your environment. Your team can comprehensively assess maybe sixty a year, and can only onboard a subset of that to the industry standard tools. Configuration drifts the moment you look away, integrations multiply in the dark, and by the time you circle back to re-assess an app, the environment has changed so drastically that you're starting from scratch. You are perpetually behind, and the bad actors know it.

This talk is the story of how we stopped trying to win a losing game and built something different. We designed an autonomous application security program that uses AI-driven assessments, machine & human generated institutional knowledge, and self-accumulating drift detection to evaluate our most critical applications continuously, ensuring we find real security issues. We'll walk through the thinking that got us here, the moment we accepted that the current industry methodology would never cover the portfolio, the design principles we committed to, the lessons we learned along the way, and how other security teams can implement this in their own environments.
Speakers
avatar for Dheven Kara

Dheven Kara

Enterprise Security Engineer, Palo Alto Networks
Dheven Kara is an Enterprise Security Engineer at Palo Alto Networks where he works on strengthening security across large-scale enterprise environments. His background combines hands-on security engineering with a practical understanding of how organizations manage risk, improve... Read More →
avatar for Kailey Stauble

Kailey Stauble

Enterprise Security Engineer, Palo Alto Networks
Kailey Stauble is an Enterprise Security Engineer at Palo Alto Networks where she works on strengthening security across large-scale enterprise environments. Her background combines hands-on security engineering with a practical understanding of how organizations manage risk, improve... Read More →
Thursday November 5, 2026 1:15pm - 2:00pm PST
Room: Bayview B (Bay Level)

2:15pm PST

The attacker does not sort by CVSS
Thursday November 5, 2026 2:15pm - 3:00pm PST
Your backlog has a sorting problem.

The CVSS 9.1 chain gets the oxygen. The ugly old login flow gets a shrug. The weird admin route nobody owns gets pushed to next quarter. Then the attacker shows up and picks the boring path, because boring is cheap, quiet, reusable, and good enough.

That's the gap this talk is about. CVSS tells you how bad exploitation can be. EPSS and KEV tell you what is being exploited, or likely to be exploited, somewhere in the world. OWASP Risk Rating helps reason about likelihood and impact. Those are useful inputs, but your sprint still needs a sharper local question: for this system, with these defenses, which complete path would an attacker choose first?

I built Capability Trees for that argument. It's a small open-source CLI and rubric that ranks complete attack paths, not isolated bugs. For each path, you score five things: acquisition cost, detection risk, reusability, required skill, and payoff. The number isn't magic. The point is to make the tradeoff explicit enough that security and engineering can stop arguing from vibes.

I'll run it live on an anonymized multi-tenant SaaS backlog. In that worked example, the scary CVSS 9.1 billing chain drops to last. Credential stuffing and a cross-tenant IDOR jump into the top tier. I won't ask you to trust the reorder because a formula said so. I'll walk the economics until the boring path feels obvious in hindsight. Then I run the sensitivity check on stage, because the honest question is obvious: did I just tune the weights until the demo looked good?

Sometimes the ranking holds. Sometimes it wobbles, and the tool tells you to slow down. Either outcome is useful. You leave with the tool and a one-hour way to run this with your own engineers on Monday.
Speakers
avatar for Hugo Guillaume

Hugo Guillaume

Security Engineer, Konvu
Hugo Guillaume is a security researcher. He spent close to three years on offensive and defensive security research in a government national-defense setting, doing vulnerability research and reverse engineering and building automated bug-discovery systems. He also teaches cybersecurity... Read More →
Thursday November 5, 2026 2:15pm - 3:00pm PST
Room: Bayview B (Bay Level)

3:30pm PST

No value until it’s fixed: turning security reviews into a remediation loop
Thursday November 5, 2026 3:30pm - 4:15pm PST
A CISO once told me “your security review doesn’t deliver value until the findings are fixed.” That changed how I think about security reviews. They shouldn’t end at identifying issues and handing developers a list of things to consider. They should continue into a security improvements loop that actually drives the fixes. For a finding to be actionable, it needs implementation guidance for the tech stack actually in use, and it has to comply with the organization’s own policies and frameworks.

This talk breaks that down, first at the level of a single review. It starts with context, because context decides which requirements apply: how the software is deployed and exposed, who uses it, what data it processes, and what it must comply with. From there I look at getting rid of false positives, and why “false positive” is rarely a clean boundary. Some reviewers might raise that an input field must be sanitized for HTML, while a sharp developer might say it should be handled by output encoding - the real question is where the control belongs.

I then cover what “implemented” actually means, using acceptance criteria generated from the same requirements to judge whether a control is in place or still needs work. And because the output of this loop is code changes rather than a report, it has to integrate with the review and testing pipeline like any other change.

The second half moves to the program level, where org-specific context and requirements can’t be set per review but evolve with the AppSec program. I’ll cover capturing company standards (your way of doing rate limiting, how you store M2M credentials), keeping an audit trail for compliance, and measuring progress with metrics you can act on: number of code changes, requirements secured from scratch, fix rate, and time to remediate. I’ll also take a position on where penetration testing fits once this loop is running well, and why pen testing is more likely to be reshaped by this data than replaced by it.

Security reviews in the agentic era hold completely new opportunities. What was always a scaling problem becomes a matter of fine-grained details that agents can work through at scale, and what used to end in ad-hoc results can finally turn into improvements available immediately. This is how security reviews start delivering the business value we’ve always claimed for them, instead of just adding to a developer’s todo list.

Key takeaways:
- A security review shouldn’t end at findings. Its value is the fix, so the goal is a security improvements loop that drives changes, not a report that lists risks and leaves developers with more todos.
- “False positive” is rarely a clean boundary. Often the question isn’t real-or-not but where a fix belongs and whether it’s warranted in this context, and that judgment, grounded in proper context, is the actual work.
- “Implemented” has to be measurable, not guessed. Acceptance criteria generated from the same requirements are what you assess a control against, so “done” means the same thing to the developer and the reviewer.
- At program level, measure what you can act on, and rethink where pen testing fits. Track code changes, requirements secured from scratch, fix rate, and time to remediate; and once the loop runs well, the data it produces points toward the next generation of pen tests rather than away from them.
Speakers
avatar for Emil Kvarnhammar

Emil Kvarnhammar

Co-Founder and CEO, Oplane
Emil Kvarnhammar has spent 27 years in software, starting as a developer before moving into cybersecurity consulting and, later, security architecture for a leading video-surveillance manufacturer. Across multiple AppSec programs he has worked hands-on with SAST, SCA, security testing... Read More →
Thursday November 5, 2026 3:30pm - 4:15pm PST
Room: Bayview B (Bay Level)
 
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