#Bot detection

[daisukitoo]

The notion of the Turing test is that a computer would struggle to convince a human that it is human. Now we all need to struggle several times a day to convince computers that we are humans.

[keferon]

Snow bots au anyone? :D

They're back together a year later because it's snowing again❄️

All right! For context: I imagine them hanging out every winter in some kind of resort (a resort that Blurr owns. Because his bar business has expanded that much over time.)

[otiskeene]

Kasada Introduces New Suite Of Attack Prediction Services: KasadaIQ

The innovative firm Kasada, which specializes in thwarting automated threats powered by humans, has announced KasadaIQ, a package of attack prediction services that go beyond traditional bot management. The first product in this package, KasadaIQ for Fraud, provides actionable indications based on large amounts of data from the Internet. Businesses looking for information on how bots target their digital channels and client data will find this service especially helpful. With its unmatched visibility into adversary communities and non-traditional data sources, KasadaIQ for Fraud distinguishes itself by offering a cutting-edge capacity to identify and validate risks prior to their manifestation.

Businesses face a serious and expensive threat from bot fraud, which may cost them money, effort, and reputational damage in addition to endangering their customers. The environment of eCommerce fraud is expanding globally, with predictions that it will top $48 billion this year. A startling 96% of IT professionals reported that they have lost money as a result of bot assaults in the previous year, according to Kasada's 2023 State of Bot Mitigation Report.

The founder and CEO of Kasada, Sam Crowther, highlighted the increasing sophistication of bots, pointing out that almost eighty percent of business executives find it harder and harder for their security solutions to identify bots. In spite of this, a lot of businesses continue to use antiquated technologies that develop slowly. According to Crowther, businesses can proactively defend against attackers with KasadaIQ for Fraud in conjunction with their current bot detection systems, giving them a competitive edge and avoiding bad press.

Read More - https://bit.ly/3G5EvbD

[w3wai]

Defeating Airdrop Hunters in Web3 with the Power of AI

Airdrop campaigns have become an essential tool for promoting projects in the Web3 ecosystem. However, the rise of fraudulent behavior, particularly Sybil attacks, poses a significant challenge for Web3 projects. These attacks involve profit-seeking individuals creating multiple fake identities to exploit airdrops, leading to market crashes and undermining the project’s goals.

Understanding Sybil Attacks

Sybil attacks involve malicious actors creating numerous fake accounts to claim airdrop rewards multiple times, manipulating the system for their own gain. These actors create and control multiple accounts to obtain more tokens, thereby disrupting the intended purpose of airdrops.

Airdrop auditing plays a vital role in mitigating the risks associated with Sybil attacks and ensuring a fair distribution of rewards. It helps project teams protect the integrity of their projects, maintain the trust of their community, and prevent market manipulation caused by fraudulent behavior.

Leveraging AI for Airdrop Auditing

Traditional rule-based systems used for airdrop auditing have limitations in detecting sophisticated bot and Sybil patterns. These systems rely on predefined rules and struggle to adapt to evolving fraudulent tactics, making them less effective in identifying new and emerging fraudulent behaviors.

To overcome the limitations of rule-based systems, W3W offers an AI-powered solution for airdrop auditing. By utilizing advanced AI algorithms, W3W excels in detecting and preventing bot and Sybil behavior, ensuring a level playing field for airdrop participants.

Key Advantages of W3W’s AI Algorithm:

Comprehensive Detection: W3W’s AI algorithm excels in accurately identifying intricate patterns and anomalies in transaction behaviors, enabling the detection of bot and Sybil activity with a high level of precision.

Adaptive Learning: W3W’s AI algorithm evolves over time, learning from new bot tactics and adapting its detection capabilities to counter emerging threats.

Enhanced Explainability: W3W’s AI algorithm provides clear output on the reasons behind its detections, allowing project teams to openly engage with the community and explain why particular wallets are classified as bots.

Efficient Resource Allocation: By accurately identifying fraudulent behavior, project teams can optimize the distribution of airdrops, ensuring that genuine users receive the rewards they deserve.

W3W’s AI-powered solution has successfully identified various bot patterns in Web3 airdrop campaigns. Here are three examples:

Pattern #1: Deceptive Funding Wallets

In this case, a group of 1000+ wallets in the same airdrop campaign exhibited suspicious behavior. They made identical fund transfers of the same amount at the same time, using different funding wallets to mask their actions. Among them, more than 500 wallets followed the exact same transaction sequences during a specific timeframe.

Pattern #2: Coordinated Bot Activity

Pattern #3: Cross-Chain Bot Fraud

W3W uncovered a sophisticated form of bot fraud called Cross-Chain Bot Fraud. Multiple bots collaborated across different blockchain networks, executing synchronized operations to deceive and manipulate the system for illicit gains.

With the rise of Web3 and the increasing popularity of airdrops, prioritizing the auditing of these campaigns is crucial to uphold fairness, transparency, and community trust. By embracing AI-powered solutions like W3W, projects can effectively detect and prevent bot and Sybil behavior, ensuring the protection of airdrop assets and maximizing the impact of their marketing budgets. Together, we are creating a Web3 ecosystem that fosters genuine engagement and rewards real participants.

Interested in learning more about our solution? Contact us at business@w3w.ai or book a demo to explore how W3W can help safeguard your airdrop campaigns and promote a fair and thriving Web3 ecosystem.

[recordworkzstudios]

How to Spot Instagram Social Engineering Scams

[nikoco11]

spider nico (spider bot…. sometime i call him circuit too) ((he’s like what if spiderman sucked ass))

[himulrai]

photocards and toploaders I made! I have no idea what to do with them though😭😭 I have to decorate toploaders for all the others except wavewave and megop I am very open to suggestions on what to do PLEASE

I THOUGHT I'D DECORATE TOPLOADERS FOR FUN SINCE I HAD SPARE RESIN BUT THEN SUDDENLY I SPENT 50 DOLLARS ON STICKERS AND NOW IM HOOKED AND IDK WHAT TO DO WITH THIS RAPIDLY AMASSING COLLECTION HELP

[unironicallycringe]

so my partner keeps getting spam bot messages on facebook, and they decided to entertain themself by responding in long noir detective monologues. i decided it needed an audio drama version.

i have no idea how to tag this. i'm dumping it into the tumblr ocean and it will swim with the currents, godspeed

[antiadvil]

i need dan and phil to learn the full story behind their rpftourney win i NEED them to understand how hard we fought in the semifinals i neeeeeeed them to understand how serious tumblr voter fraud is

[bensboards]

Chase [RB] Themed Stimboard -`🚔´- with police cars, detective themes, and blue / red lights

🔎|🚔|🔍 🚔| ★ |🚔 🔎|🚔|🔍 ★: divider center gif made by me :3 again source: transformers rescue bots season 2 episode 17 my second favorite rescue bot !! or maybe hes tied for first ?? idk. im gonna make boards for the other two as well since ive already done half of the main team :D

[cricketmaestro]

okay okay large debate on if i should get my best mate into the smiths or queen

he's, like, super old-fashioned and all, and i want to get him into some newer stuff so we can both listen to music in our office

[chez-cinnamon]

You don't have to respond you can just look at this

I want to sincerely apologize for publishing one of your bots without your permission. I recently learned that you didn't want your bots to be made public, and once I realized this, I made it private. I promise that when it was out, I credited you appropriately. Please forgive me; I didn't intend to make you uncomfortable.

It’s fine as you learn from it and in general just refrain from using A*I b0ts ,,

Public or private, I just see using these as a big boundary break and also feeding into sketchy A*Is not matter how fun it looks from the outside,,,

but again, you learnt from it and honestly that’s what matters most /gen /pos

[flufallo]

I know people were talking about the suspenders on George's Instagram story saying that they need to see them, but they are actually in this scene if you look closely

[ball33rina]

AM I SURE THAT I HEARD YOU RIGHT?

fluff

neil lewis x fem!reader

summary: you come out to him as a lesbian just when he was going to confess to you.

The plan for tonight was to confess to you about the feelings he had for you, he could no longer hide them. He gurgles with mouthwash as he fixed his hair in front of the mirror, hoping he didn't look bad at all. Then he spat everything into the sink and then smiled in front of the mirror and admired his clean teeth. Tonight would be the night where he would at least make the first move...luckily.

He even wore one of his favorite shirts because according to his mind one time when you and he had movie night you had complimented his shirt by calling him "handsome" and god that made him fall in love with you even more.

The doorbell of his house was heard being rung several times, obviously by you, and he looked at himself again in the mirror, opening two buttons on his shirt so that some of the little hair on his chest could be revealed. He just ran to the door, opening it and leaning against the frame awkwardly. His wide smile and blue eyes admiring your beauty, you were wearing a nice dress and a jacket for the cold but oh well, you put aside how he was dressed and entered his house.

Obviously that disappointed him and I tried to bring it up. "I'm wearing the shirt—the one you love."

He said closing the door and walking behind you, biting his lip at the sight of your small waist and cute ass.

"Ah, I noticed," you nodded nonchalantly as you took off your coat. He quickly went over to you to help you take off your jacket so you could add more points.

"lemme help ya'. You know, chivalry comes first." He let out a laugh and you just raised your eyebrows awkwardly as he roughly pulled the jacket out of your arms. You then went to sit on the couch and he looked at the jacket throwing it anywhere to hurry to sit next to you.

A while passed and you watched the movie very attentively, this time you decided... The Notebook, great, one of those movies where girls cry and ask for a romance like that; but he found it perfect... he would fill you with sweet nothings so you would fall more in love...if you ever were.

He looked at you, never paying attention to the movie, his eyes were always fixed on your beauty, how you frowned when watching a scene where there was a argue moment or a slight tone of sadness on your lips. But no, he had to make a move...quickly, Neil, think!.

He pretended to yawn, stretching his arms out to rest them on the back of the couch, right where your head was resting, making you look at him weirdly. Okay, maybe that cliché movie move wasn't a good one, Neil.

Some time passed, and more, and Neil grew bored until you cut off his thoughts with a single word.

"I have to confess something" you said and looked up at him, his eyes shining as his head screamed "FINALLY! She'll do it first...of course!"

"Y-yeah? Wha...what is it, y/n?" he asked, his free hand coming to rest on his knee nervously. The moment had come where they would both confess...and become a couple and then kiss.

"Something I've kept quiet for all these years that we've been friends," you sighed, noticing his reaction. He just nodded several times, desperate.

"please...Let it be...go on, you pretty little thing..." That's what he was saying in his head while he was looking at you.

"I...I like girls," you finally confessed, a weight lifting from your chest. Neil's smile slowly began to fall as he looked at you, zooming out at what you said.

"mhm— oh" he whispered, his voice shaking as he looked at you.

"I don't want to make you feel uncomfortable, I just felt like I had to... you're my friend and I know you have my back." You said blinking, he just looked at you not knowing what to say. A couple of seconds later he just nodded.

"Hey, I'll use the bathroom, okay? We'll continue this talk after—" he said, hastily getting up from the couch, something you didn't notice that much, his desperation to go somewhere else.

You nodded as he walked down the hall, then after making sure you weren't looking, he went upstairs to the bathroom and locked himself in. Turning on the sink faucet and putting his hands on his hips.

A small pout began to form on his lips and he began to sniff...and finally he began to...cry pathetically like a child who had his candy taken away.

Of course you didn't hear him because you were downstairs watching that pathetic movie that he agreed to watch only to confess later and couldn't watch it anymore because you just came out of the closet: which means that you DON'T like men and much less him.

He continued crying pathetically, sobbing loudly and hitting himself against the wall; he already loved you, that was the problem, he had been crushing on you for YEARS, and of course it seemed... unfair to him, although in one way or another he at least understood that you wouldn't be with another man, but still? He wanted you for himself and you... god.

He sat on the floor hugging his knees and burying his face in them, crying and crying like a newborn baby who is hungry or who has just pooped.

"oh god" he whispered to himself sniffing.

[abelsdove]

MASTERLIST | REQUESTS

BEFORE SUNRISE

˚₊· ͟͟͞͞➳❥ LINK Plot: It's Rust's last day in Paris when you meet. You fall in love over the course of the day, and now you have to decide how to spend your final moments together before separating. Notes: Inspired by the plot of Before Sunrise + Rust's quote where he mentions he spent a month getting drunk on the Notre Dame's stairs.

BEFORE SUNRISE V2.

˚₊· ͟͟͞͞➳❥ LINK Plot: You meet Rust in Paris and fall in love over the course of the day. You decide how to spend the day together. Difference: It's not his final day in Paris; no separation.

COCAINE BINGE

˚₊· ͟͟͞͞➳❥ LINK Plot: You're in a relationship with Rust while he's undercover as Crash. After a rough week, Rust binges on cocaine and alcohol. Notes: Mentions of suicidal thoughts and substance abuse.

EXOTIC DANCER

˚₊· ͟͟͞͞➳❥ LINK Plot: While undercover as Crash, Rust and his biker gang hang out at a club. You're the new exotic dancer Rust the biker gang he rolls with hang out in and he's slowly fallen for you. Notes: Request!

FAKE DATING

˚₊· ͟͟͞͞➳❥ LINK Plot: Rust is tired of Maggie playing matchmaker, and you're tired of your co-workers flirting with you. So, you both decide to pretend to be dating, even though you don't really get along. Notes: You're co-workers in the LSP.

GETAWAY CAR

˚₊· ͟͟͞͞➳❥ LINK Plot: Takes place during episode 4, when Rust goes undercover as Crash. You're his getaway driver.

LUX UMBRA

˚₊· ͟͟͞͞➳❥ LINK Plot: You and Rust are the top detectives in the LSP, but you're notoriously known for despising each other. When a new lead reopens a high profile case that had gone cold, you two are assigned to work it together and you have to look past your differences to solve it. Notes: Request for rival co-workers with feelings for each other.

NOISE COMPLAINT

˚₊· ͟͟͞͞➳❥ LINK Plot: Rust is old and tired, and plagued by drinking and sleeping problems. You, his new neighbor, make things worse with your loud parties.

NOISE COMPLAINT V2

˚₊· ͟͟͞͞➳❥ LINK Plot: Rust is old and tired, and plagued by drinking and sleeping problems. You, his new neighbor, make things worse with your loud late-night movies. Difference: No partying, but rather watching horror movies loudly.

NORTHERN LIGHTS

˚₊· ͟͟͞͞➳❥ LINK Plot: You and Rust, who used to be together, met again in Alaska during his last week there. You spent your final night watching the northern lights before he left for Louisiana in the morning. Difference: It's his final day in Alaska. Notes: Because I'm bitter I couldn't see the northern lights IRL, I made this one to cope. >:(

NORTHERN LIGHTS V2

˚₊· ͟͟͞͞➳❥ LINK Plot: You and Rust, who used to be together, met again in Alaska. You spent your night watching the northern lights. Difference: It's not his final day in Alaska.

PERIOD CRAMPS

˚₊· ͟͟͞͞➳❥ LINK Plot: Rust takes care of you while you're on your period.

RIDE

˚₊· ͟͟͞͞➳❥ LINK Plot: You two are detective partners. Sometimes it's hard to tell if you're just friends or if it's more than that. As you drive back from a crime scene, you feel like there might be something special growing between you.

RIDE (CRASH'S VERSION)

˚₊· ͟͟͞͞➳❥ LINK Plot: You met Rust during his undercover job as Crash. Now you're in a relationship and you both feel happy together. You know it might not work out, but you enjoy the small moments. Right now, you've snuck out of a party, and you're sitting in his truck while he drives.

SHARP OBJECTS

˚₊· ͟͟͞͞➳❥ LINK Plot: You take the role of Camille Preaker as you're tasked to go to Louisiana and get a story on the Dora Lange case. Difference: CamillePreaker!User in Louisiana. Notes: Inspired by the plot of Sharp Objects. I hope you enjoy this one, I've been the most excited to write this bot, in particular.

SHARP OBJECTS V2

˚₊· ͟͟͞͞➳❥ LINK Plot: Rust heads down to Windgap to look into the case of the two missing girls, one of which was found strangled. Difference: Rust and CamillerPreaker!User in Windgap work together on the Sharp Objects case. Notes: Inspired by the plot of Sharp Objects. I hope you enjoy this one, I've been the most excited to write this bot, in particular.

SPILLED INK

˚₊· ͟͟͞͞➳❥ LINK Plot: You and Rust are notoriously known for butting heads and getting into arguments. You have the tendency to leave the printer jammed for Rust to deal with, and he's had enough. Notes: Request for rival co-workers with feelings for each other. I wasn't sure if you wanted something silly or serious, so I made two versions of this.

STITCHES

˚₊· ͟͟͞͞➳❥ LINK Plot: After discharging himself from the hospital during the finale, Rust hurts himself. Marty takes him down to your clinic to patch him up.

UNDER THE WEATHER

˚₊· ͟͟͞͞➳❥ LINK Plot: You meet Rust in Paris and fall in love over the course of the day. You decide how to spend the day together. Notes: Same as the period cramps bot, but for those who don't have periods or just want a different version of it. :)

RAY VELCORO

YOU’RE HIS NEW DOCTOR

˚₊· ͟͟͞͞➳❥ LINK Plot: Self-explanatory

Okay, now I go rest. Have fun! 💗 🌷

[basedball43]

dumpin all the extra wilo art ive already made (not including chapter art or the covers)