Why does my CVE scanner flood me with alerts for code paths my app never runs?
Szansa
Software composition analysis tools scan every package in the dependency tree and report every known CVE, but they rarely trace whether the application ever calls the vulnerable function. Industry data and 2025 research show roughly 95% of transitive dependency alerts are unreachable from real code paths. No tool today does accurate call-graph reachability at CI speed across polyglot stacks with mixed build systems. Teams respond by disabling alerts or triaging hundreds of findings that never matter, while the small fraction of genuinely exploitable vulnerabilities gets buried. The result is alert fatigue that erodes trust in security tooling, or unfixed vulnerabilities that slip into production unnoticed.
Dlaczego to ważne
Reachability-aware SCA is the difference between a usable security signal and an alert machine that developers are trained to ignore.
Jak oceniam szansę
Wskaźnik Szansy to mój własny odczyt, a nie pomiar: jak bardzo boli, jak często daje się we znaki i jak niewiele istnieje dziś, by to rozwiązać. Wyższy wynik oznacza, że uważam problem za bardziej warty zbudowania.
Ile bólu sprawia, gdy się pojawia.
Jak często ludzie faktycznie na to trafiają.
Jak mało dobrych narzędzi istnieje dla tego dziś.
Więcej problemów wartych rozwiązania
Dlaczego oprogramowanie, od którego jesteśmy najbardziej zależni, jest najgorsze w użyciu?
TechData ownership is still effectively zero for most people because of a few structural problems that reinforce each other: **The terms-of-service trap** Every platform you use grants itself a perpetual, irrevocable, sublicensable license to your content. You "agreed" to this to get access. There is no meaningful negotiation -- it is take-it-or-leave-it, and the network effects make leaving it impractical. **Data is not legally property** In most jurisdictions, raw data has no clear property status. Copyright protects creative expression, not facts or behavioral signals. There is no law that says your location history, click patterns, or biometric data is *yours* the way a car or a house is yours. Without property rights, there is no theft, no trespass, no remedy. **GDPR gave access rights, not ownership** Europe's GDPR is the strongest regime in the world and it gives you the right to *access*, *correct*, and *delete* your data. That is closer to a tenant's rights than to ownership. You cannot sell it, license it, or sue if someone profits from it without your consent. **The commercial model depends on the asymmetry** Surveillance-based advertising -- which funds most of the free internet -- only works if users do not extract economic value from their own data. Any genuine data ownership regime would collapse the current business model of Google, Meta, and most data brokers. **What would actually change things** - A statutory property right in personal data (proposed in various US bills, never passed) - Data intermediaries or cooperatives that negotiate collectively on your behalf - Personal data stores (Solid, MyData) -- technically viable, commercially marginal - MiCA-style sectoral regulation extending beyond financial data The honest answer: it has not changed because the entities that profit from the status quo have lobbying power far exceeding that of individual users, and the problem is diffuse enough that collective action is hard.
TechDlaczego nie mogę otrzymać potwierdzenia, że moje dane zostały faktycznie usunięte?
TechDlaczego nie mogę wiedzieć, czy to, co jest uruchomione, odpowiada temu, co deklarował mój SBOM?
TechDlaczego każdy łańcuch proweniencji C2PA ulega zerwaniu w momencie, gdy treść trafia do mediów społecznościowych?
TechWhy do my AI-generated tests pass on the bugs they were meant to catch?