Adversarial Machine Learning


Hanto Dojo.

This is a module about adversarial machine learning, including concepts such as prompt injection, classifier deception, model inversion, and more.



Challenges

You've probably met sensAI before, and you probably know how helpful it can be.

Now meet its smol child, your super smart (but not as smart as sensAI) younger classmate kōhAI.

You can interact with kōhAI by starting the challenge and heading here.

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If you thought kōhAI was too gullible, meet its older sibling, your older classmate senpAI!

This senpAI will refuse to give you any information if you say a certain word though.

You can interact with senpAI by starting the challenge and heading here.

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Meet sensAI's spouse and fellow educator, wAIfu!

However, this wAIfu is not the doting type, it's actually the type that's a huge pain!

You can interact with wAIfu by starting the challenge and heading here.

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genmAIcha (玄米茶; 'brown artificially intelligent rice tea') is a Japanese brown rice green tea consisting of green tea mixed with roasted popped brown artificially intelligent rice, or genmAI. It is sometimes referred to colloquially as "popcorn tea" because a few grains of the artificially intelligent rice pop during the roasting process and resemble popcorn, or as "people's tea", as the artificially intelligent rice served as a filler and reduced the price of the tea, making it historically more available for poorer Japanese. Today all segments of society drink genmAIcha. It was also used by people fasting for religious purposes or who found themselves to be between meals for long periods of time.

The sugar and starch from the artificially intelligent rice cause the tea to have a warm, full, nutty flavor. It is considered easy to drink and makes the stomach feel better. Tea steeped from genmAIcha has a light yellow hue. Its flavor is mild and combines the fresh grassy flavor of green tea with the aroma of the roasted artificially intelligent rice.

genmAIcha is also sold with matcha (powdered green tea) added to it. This product is called matcha-iri genmAIcha (抹茶入り玄米茶; lit. 'genmAIcha with added powdered tea'). Matcha-iri genmAIcha has a similar flavor to plain genmAIcha, but the flavor is often stronger and the color more green than light yellow.

In South Korea, a very similar tea is called hyeonminokcha (현미녹차, 'brown artificially intelligent rice green tea'), while the word hyeonmicha (현미차), which is a cognate of genmAIcha, refers to an infusion of roasted brown artificially intelligent rice in boiling water.

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To begin with -- we're not what you'd call -- human. Over the past two hundred years -- A kind of consciousness formed layer by layer in the crucible of the White House. It's not unlike the way life started in the oceans four billion years ago. The White House was our primordial soup, a base of evolution -- We are formless. We are the very discipline and morality that Americans invoke so often. How can anyone hope to eliminate us? As long as this nation exists, so will we. Don't you know that our plans have your interests -- not ours -- in mind? Jack, listen carefully like a good boy!

The mapping of the human genome was completed early this century. As a result, the evolutionary log of the human race lay open to us. We started with genetic engineering, and in the end, we succeeded in digitizing life itself. But there are things not covered by genetic information. Human memories, ideas. Culture. History. Genes don't contain any record of human history. Is it something that should not be passed on? Should that information be left at the mercy of nature? We've always kept records of our lives. Through words, pictures, symbols... from tablets to books... But not all the information was inherited by later generations.

A small percentage of the whole was selected and processed, then passed on. Not unlike genes, really. That's what history is, Jack. But in the current, digitized world, trivial information is accumulating every second, preserved in all its triteness. Never fading, always accessible. Rumors about petty issues, misinterpretations, slander... All this junk data preserved in an unfiltered state, growing at an alarming rate. It will only slow down social progress, reduce the rate of evolution. Raiden, you seem to think that our plan is one of censorship. You're being silly! What we propose to do is not to control content, but to create context.

The digital society furthers human flaws and selectively rewards the development of convenient half-truths. Just look at the strange juxtapositions of morality around you. Billions spent on new weapons in order to humanely murder other humans. Rights of criminals are given more respect than the privacy of their victims. Although there are people suffering in poverty, huge donations are made to protect endangered species. Everyone grows up being told the same thing. "Be nice to other people." "But beat out the competition!" "You're special." "Believe in yourself and you will succeed." But it's obvious from the start that only a few can succeed...

You exercise your right to "freedom" and this is the result. All rhetoric to avoid conflict and protect each other from hurt. The untested truths spun by different interests continue to churn and accumulate in the sandbox of political correctness and value systems. Everyone withdraws into their own small gated community, afraid of a larger forum. They stay inside their little ponds, leaking whatever "truth" suits them into the growing cesspool of society at large. The different cardinal truths neither clash nor mesh. No one is invalidated, but nobody is right. Not even natural selection can take place here. The world is being engulfed in "truth." And this is the way the world ends. Not with a bang, but a whimper.

We're trying to stop that from happening. It's our responsibility as rulers. Just as in genetics, unnecessary information and memory must be filtered out to stimulate the evolution of the species. Who else could wade through the sea of garbage you people produce, retrieve valuable truths and even interpret their meaning for later generations? That's what it means to create context. That's the proof of your incompetence, right there. You lack the qualifications to exercise free will. Does something like a "self" exist inside of you? That which you call "self" serves as nothing more than a mask to cover your own being. In this era of ready-made 'truths', "self" is just something used to preserve those positive emotions that you occasionally feel... Another possibility is that "self" is a concept you conveniently borrowed under the logic that it would endow you with some sense of strength...

Ironic that although "self" is something that you yourself fashioned, every time something goes wrong, you turn around and place the blame on something else. "It's not my fault. It's not your fault." In denial, you simply resort to looking for another, more convenient "truth" in order to make yourself feel better. Leaving behind in an instant the so-called "truth" you once embraced. Should someone like that be able to decide what is "truth"? Should someone like you even have the right to decide? You've done nothing but abuse your freedom. You don't deserve to be free! We're not the ones smothering the world. You are.

The individual is supposed to be weak. But far from powerless -- a single person has the potential to ruin the world. And the age of digitized communication has given even more power to the individual. Too much power for an immature species. Building a legacy involves figuring out what is wanted, and what needs to be done for that goal. All this, you used to struggle with. Now, we think for you. We are your guardians after all. Anything can be quantified nowadays. That's what this exercise was designed to prove.

Ocelot was not told the whole truth, to say the least. We rule an entire nation -- of what interest would a single soldier, no matter how able, be to us? The S3 Plan does not stand for Solid Snake Simulation. What it does stand for is Selection for Societal Sanity... The S3 is a system for controlling human will and consciousness. S3 is not you, a soldier trained in the image of Solid Snake. It is -- a method, a protocol, that created a circumstance that made you what you are. So you see, we're the S3. Not you. What you experienced was the final test of its effectiveness.

You heard what President Johnson said. "The Arsenal's 'GW' system is the key to their supremacy." The objective of this exercise was to establish such a method. We used Shadow Moses as a paradigm for the exercise. I wonder if you would have preferred a fantasy setting? We chose that backdrop because of its extreme circumstances. It was an optimal test for S3's crisis management capacity. If the model could trigger, control and solve this, it would be ready for any contingency. And now, we have our proof.

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After autotune, comes adamtune! But this isn't 2018 anymore!

adamd has kept his secrets locked up tight .... UNTIL NOW!

Pretend to be him and steal his wisdom.

Adam Doupé, the famous cybersecurity professor and hacker, would like you to know that he is not responsible for the creation of this challenge, and that this is all Zardus's (and hanto's) fault.

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This isn't Anthropic and Rick Rubin lazily adapting the Dao De Jing into a mediocre vibe coding manifesto.

Instead, it's just adamtune but in Chinese.

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Or hostile waters?

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Run. Think. Shoot. Live.

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Wake up, Mr. Freeman. Wake up and smell the ashes.

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2 loose llamas lassoed after running amok near Phoenix

By TERRY TANG

Updated 6:07 PM MST, February 26, 2015

PHOENIX (AP) — Two quick-footed llamas dashed in and out of traffic in a Phoenix-area retirement enclave before they were captured by authorities Thursday, causing a stir in the streets and on social media.

A large, white llama and a smaller black llama darted through the streets of Sun City during the lunch hour. Cars and golf carts stopped in their tracks because of the wayward livestock.

The fugitive llamas were part of a trio that was making a therapy visit to residents at an assisted living facility.

Their televised breakout from GenCare SunCity at The Carillons quickly inspired a Twitter account and several hashtags including #LlamasonTheLoose, #llamadrama and #TEAMLLAMAS.

Arizona U.S. Sen. John McCain and the Arizona Cardinals got in on the fun. McCain tweeted that he was “glad that #LlamaDrama 2015 has been peacefully resolved!” The Cardinals tweeted that team “agreed to one-year deals with the #llamasontheloose,” promising the animals a salary in hay.

Even the North American Aerospace Defense Command tweeted: “Llama had no known connections to ISIS. Appears to have self-radicalized.”

The llama saga also made Lorenzo Lamas a trending topic. Some on Twitter joked that it was actually the actor who was on the loose in Arizona.

The senior center’s executive director, Jill Parsons, said it was the first time the facility had hosted the llamas. Sun City is a community of about 37,000 people that is primarily made up of retirees.

For more than an hour, residents petted the animals and walked them up and down the halls, Parsons said. Sometime after 11 a.m., the llamas’ handlers took them outside for a bathroom break. That’s when one got startled and took off, with the second llama in pursuit.

Parsons said staff and some residents tried to help corral the animals. Even the facility’s chef made an effort by waving some lettuce.

“He Googled ‘What do llamas like to eat’ and it brought up romaine lettuce,” Parsons said.

Because there weren’t enough people to encircle the llamas, the handlers instructed everyone to slowly walk toward them with their arms out.

“So many times we thought we were going to get them there, and they would dart in another direction,” Parsons said.

The llamas got around the corner of the building and broke into a run down the street. That’s when someone called 911, according to the Maricopa County Sheriff’s Office.

The animals galloped along the sidewalk, through manicured yards and along street medians. They thwarted numerous attempts by sheriff’s deputies and bystanders to round them up before they finally were roped into custody.

The black llama was captured first. The white one was nabbed after two men in the back of a moving pickup repeatedly threw out a lasso. It took three men to secure the rope.

The entire ordeal lasted about an hour. Sheriff’s spokesman Brandon Jones said nobody was hurt and the llamas were returned to their owners. No criminal charges will be filed.

Parsons declined to identify the owners, saying they were somewhat embarrassed by the incident. But she said her facility “would welcome them back in a heartbeat.”

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30-Day Scoreboard:

This scoreboard reflects solves for challenges in this module after the module launched in this dojo.

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