Multi-touch journeys, cross-device behavior, last-click attribution defaults, and privacy restrictions all make attribution messy. Much messier than most dashboards suggest. The challenge is that stakeholders usually want a clean answer. But the data rarely behaves that way. When reports don’t match expectations, credibility can wear off, and it is not because the analysis is wrong, but because uncertainty isn’t communicated. In practice, the solution is fairly simple: Be explicit about what the data shows, what it estimates, and what it simply can’t tell us. That kind of transparency doesn’t weaken your reporting. If anything, it tends to build trust over…
Author: admin
As a photography enthusiast, one of the first things you become aware of is situational awareness, and being able to capture the right moment through instinct. It’s true for film cameras, SLRs, and, surprise, even smartphones. However, the thing about smartphones is that modern smartphones rarely take a single capture. Between stacked HDR captures, and occasional shutter lag, it’s just too easy to miss a special moment like your kid making the perfect jump with his skateboard, or even a group of friends. That’s why I turned to Top Shot on my Google Pixel to fix this problem. Turns out,…
Cybersecurity firm F5 Networks has reclassified a BIG-IP APM denial-of-service (DoS) vulnerability as a critical-severity remote code execution (RCE) flaw, warning that attackers are exploiting it to deploy webshells on unpatched devices. BIG-IP APM (short for Access Policy Manager) is a centralized access management proxy solution that enables admins to secure and manage user access to their organizations’ networks, cloud, applications, and application programming interfaces (APIs). Tracked CVE-2025-53521, this security flaw can be exploited by attackers without privileges to perform remote code execution when targeting BIG-IP APM systems with access policies configured on a virtual server. In addition to flagging…
Looking for the best jobs that AI won’t replace? If you’ve been seeing news articles about AI taking over jobs, you’re not alone. I’ve been seeing it a lot, and I’ve also received messages from readers who are worried about what work will look like in the next few years. They wonder if they should… Looking for the best jobs that AI won’t replace? If you’ve been seeing news articles about AI taking over jobs, you’re not alone. I’ve been seeing it a lot, and I’ve also received messages from readers who are worried about what work will look like…
I’ve spent most of the last 10 years writing, managing, and improving content to reach internet audiences. But even for an ol’ marketer like me, AI content optimization was hard at first. Thankfully, I’ve done a lot of the work, so it doesn’t have to be for you.
With the new Samsung Galaxy S26 Ultra in our hands, I’ve been itching to see how the phone stacks up against other Snapdragon 8 Elite Gen 5 handsets that have been on the market for a few months now. Based on my experience so far, today’s best Android phones are truly overkill for day-to-day tasks and even the most demanding Android games. They might even be powerful enough to bridge the gap between phones and lightweight PCs. Still, Samsung’s latest flagship claims to pack even more power with its souped-up Snapdragon 8 Elite Gen 5 for Galaxy.Qualcomm notes that the Snapdragon…
In-the-wild exploitation of a fresh critical-severity Citrix NetScaler vulnerability has started less than a week after public disclosure, attack surface management firm WatchTowr warns. Last Monday, Citrix rolled out fixes for the flaw, tracked as CVE-2026-3055 (CVSS score 9.3), which it described as an out-of-bounds read issue and said it had identified internally. Appliances configured as a SAML Identity Provider (SAML IDP) and running NetScaler ADC and Gateway versions before 14.1-60.58 and 13.1-62.23, or ADC FIPS and NDcPP versions before 13.1-37.262 are affected. Immediately after Citrix disclosed the security defect, WatchTowr warned that threat actors would likely start exploiting it…
In recent days, travelers have faced the highest wait times in TSA history, “with some wait times greater than 4.5 hours,” said the agency’s acting chief, Ha Nguyen McNeill, in a testimony before the House Committee on Homeland Security on March 25. Unlike weather delays that clear up on their own, this madness could continue as long as the partial government shutdown does. Airlines are bracing themselves for more record-breaking security lines, which means more chaos and more uncertainty. You want to be prepared to fight for what you’re entitled to when an airline, for lack of a better phrase,…
The current web is optimized for surveillance capitalism; this is positive compared to other ways our data can be used. Data from activities on native utility applications and communications on social messaging applications, both offline and online, are routed through centralized systems managed by admins who decide whether these actions proceed to completion at all and what happens to the data post-communication. The theory of decentralization for user-centric systems is “absolute user control.” Born out of extreme necessity, decentralization has made significant progress in finance thanks to blockchain technology, but it struggles in other aspects of human communication. Encryption, borderless…
Ravie LakshmananMar 30, 2026Threat Intelligence / Network Intrusion Three threat activity clusters aligned with China have targeted a government organization in Southeast Asia as part of what has been described as a “complex and well-resourced operation.” The campaigns have led to the deployment of various malware families, including HIUPAN (aka USBFect, MISTCLOAK, or U2DiskWatch), PUBLOAD, EggStremeFuel (aka RawCookie), EggStremeLoader (aka Gorem RAT), MASOL RAT, PoshRAT, TrackBak Stealer, RawCookie, Hypnosis Loader, and FluffyGh0st. The activity has been attributed to the following clusters – June – August 2025: Mustang Panda (aka Stately Taurus). March – September 2025: CL-STA-1048, which overlaps with clusters…