SAML was created in 2002 by merging four rival XML security protocols into one spec. That design still generates vulnerabilities: a canonicalization flaw via XML comments in 2018, XML round-trip bugs in Go's stdlib in 2020, a GitHub Enterprise SAML auth bypass in 2025, and more.
Matt Schwager breaks down 5 design flaws behind the pattern and makes the case for moving to OIDC.
https://blog.trailofbits.com/2026/09/21/saml-a-fractal-of-bad-design/
When I was at Microsoft, I worked quite closely with some teams at MSRC. They had a lot of concerns like this (relevant to me, memory-safety bugs had been close to 70% of critical vulnerabilities for over a decade, relevant to everyone the absolute number of vulnerabilities had been steadily climbing for 20+ years).
On the 'Decrease the birth rate' axis, I found one piece of framing useful. They differentiated between 'durable' and 'non-durable' mitigations. Durable mitigations render a class of vulnerability non-exploitable. For example, if a short-lived program runs with free turned into a no-op, temporal safety bugs are now non-exploitable. It's not a universally applicable mitigation but it's an easily deployed durable mitigation. In contrast, non-durable defences block specific techniques for exploiting vulnerabilities but don't prevent the vulnerabilities. New exploit techniques eventually bypass non-durable mitigations.
There's a lot of hesitation to deploy non-durable mitigations because they're almost impossible to remove. Even if exploit toolkits come with an automated step to bypass the mitigation, no one wants to be responsible for some large-scale compromise that doesn't include the mitigation bypass and being told that it would have been prevented if the mitigation had remained enabled.
I found this framing useful for reasoning about a lot of things in this space. LLM-based vulnerability discovery remains a non-durable mitigation because it allows closing vulnerabilities but not classes of vulnerability, and it's probabilistic and doesn't find all vulnerabilities of a class. So it motivates attackers to use vulnerability-discovery techniques that find ones LLMs miss.
people talk a lot about the "vulnpocalypse" this year, a supposedly new trend where there are too many CVEs to patch.
Here is a presentation slide by the Carnegie Mellon CERT Coordination Center from 2006. Two decades ago!
https://web.archive.org/web/20070714104234/http://www.cert.org/archive/pdf/CERTCC-DSS_Tool.ppt.pdf
The Sinclair Spectrum Gets A Desktop GUI
https://hackaday.com/2026/09/21/the-sinclair-spectrum-gets-a-desktop-gui/
Congrats to Steve Weis at Anthropic for factoring RSA-896 in 10 days adapting CADO-NFS to run on a max of 2048 GPUs.
No algorithmic breakthrough, just code optimized for recent parallel compute architectures.
“it does demonstrates that RSA-1024 keys are vulnerable to many actors with data center-level fleets of GPUs.”
New Pwndbg release!
We now disassemble code backwards in context and nearpc, display indirect jumps, nearpc -f works without debug syms, added stack-vis command to visualize stack frames, improved v2p, p2w and pageinfo kernel debugging commands & more!
See https://github.com/pwndbg/pwndbg/releases/tag/2026.09.15
Please sponsor us: https://github.com/sponsors/pwndbg !
#pwndbg #gdb #lldb #reverseengineering #security #lowlevel #exploitation #pwning
Are "HACK THE PLANET" t-shirts responsible for multi-modal prompt injection into the agents at world leading AI labs?
Lasers. Microscopes. $250K. One secured chip.
Ledger Donjon just showed how they cracked debug access on RP2350-A4, a break worthy of Raspberry Pi's own Hacking Challenge.
Respin or no respin? Raspberry Pi says no. Read why: https://www.raspberrypi.com/news/everything-is-better-with-lasers/
I love a cartoon that sums up a line of argument I have often made as a political economist, so here's a great example from the (recently deceased) P.C.Vey - whose work appeared in the New Yorker & elsewhere.
#economics #regulation #politics
h/t Loren Fox/LinkedIn
Windows Defender Update DoS Vulnerability https://github.com/MSNightmare/BigDiskBuster
My son is reading Lord of the Rings for the first time and he just stuck his head out the door:
"Who the fuck is Tom Bombadil??"