Little Brother, Cory Doctorow [first e reader TXT] 📗

How'd you like that?"

I didn't say anything. I'd been giddy and angry. Now I was scared witless.

"I'm sorry," I managed, hating myself again for saying it.

Booger got in the front seat and Zit put the car in gear, cruising up 24th Street and over Potrero Hill. They had my address from my ID.

Mom answered the door after they rang the bell, leaving the chain on. She peeked around it, saw me and said, "Marcus? Who are these men?"

"Police," Booger said. He showed her his badge, letting her get a good look at it -- not whipping it away the way he had with me. "Can we come in?"

Mom closed the door and took the chain off and let them in. They brought me in and Mom gave the three of us one of her looks.

"What's this about?"

Booger pointed at me. "We wanted to ask your son some routine questions about his movements, but he declined to answer them. We felt it might be best to bring him here."

"Is he under arrest?" Mom's accent was coming on strong. Good old Mom.

"Are you a United States citizen, ma'am?" Zit said.

She gave him a look that could have stripped paint. "I shore am, hyuck," she said, in a broad southern accent. "Am I under arrest?"

The two cops exchanged a look.

Zit took the fore. "We seem to have gotten off to a bad start. We identified your son as someone with a nonstandard public transit usage pattern, as part of a new pro-active enforcement program. When we spot people whose travels are unusual, or that match a suspicious profile, we investigate further."

"Wait," Mom said. "How do you know how my son uses the Muni?"

"The Fast Pass," he said. "It tracks voyages."

"I see," Mom said, folding her arms. Folding her arms was a bad sign. It was bad enough she hadn't offered them a cup of tea -- in Mom-land, that was practically like making them shout through the mail-slot -- but once she folded her arms, it was not going to end well for them. At that moment, I wanted to go and buy her a big bunch of flowers.

"Marcus here declined to tell us why his movements had been what they were."

"Are you saying you think my son is a terrorist because of how he rides the bus?"

"Terrorists aren't the only bad guys we catch this way," Zit said. "Drug dealers. Gang kids. Even shoplifters smart enough to hit a different neighborhood with every run."

"You think my son is a drug dealer?"

"We're not saying that --" Zit began. Mom clapped her hands at him to shut him up.

"Marcus, please pass me your backpack."

I did.

Mom unzipped it and looked through it, turning her back to us first.

"Officers, I can now affirm that there are no narcotics, explosives, or shoplifted gewgaws in my son's bag. I think we're done here. I would like your badge numbers before you go, please."

Booger sneered at her. "Lady, the ACLU is suing three hundred cops on the SFPD, you're going to have to get in line."

Mom made me a cup of tea and then chewed me out for eating dinner when I knew that she'd been making falafel. Dad came home while we were still at the table and Mom and I took turns telling him the story. He shook his head.

"Lillian, they were just doing their jobs." He was still wearing the blue blazer and khakis he wore on the days that he was consulting in Silicon Valley. "The world isn't the same place it was last week."

Mom set down her teacup. "Drew, you're being ridiculous. Your son is not a terrorist. His use of the public transit system is not cause for a police investigation."

Dad took off his blazer. "We do this all the time at my work. It's how computers can be used to find all kinds of errors, anomalies and outcomes. You ask the computer to create a profile of an average record in a database and then ask it to find out which records in the database are furthest away from average. It's part of something called Bayesian analysis and it's been around for centuries now. Without it, we couldn't do spam-filtering --"

"So you're saying that you think the police should suck as hard as my spam filter?" I said.

Dad never got angry at me for arguing with him, but tonight I could see the strain was running high in him. Still, I couldn't resist. My own father, taking the police's side!

"I'm saying that it's perfectly reasonable for the police to conduct their investigations by starting with data-mining, and then following it up with leg-work where a human being actually intervenes to see why the abnormality exists. I don't think that a computer should be telling the police whom to arrest, just helping them sort through the haystack to find a needle."

"But by taking in all that data from the transit system, they're creating the haystack," I said. "That's a gigantic mountain of data and there's almost nothing worth looking at there, from the police's point of view. It's a total waste."

"I understand that you don't like that this system caused you some inconvenience, Marcus. But you of all people should appreciate the gravity of the situation. There was no harm done, was there? They even gave you a ride home."

They threatened to send me to jail, I thought, but I could see there was no point in saying it.

"Besides, you still haven't told us where the blazing hells you've been to create such an unusual traffic pattern."

That brought me up short.

"I thought you relied on my judgment, that you didn't want to spy on me." He'd said this often enough. "Do you really want me to account for every trip I've ever taken?"

I hooked up my Xbox as soon as I got to my room. I'd bolted the projector to the ceiling so that it could shine on the wall over my bed (I'd had to take down my awesome mural of punk rock handbills I'd taken down off telephone poles and glued to big sheets of white paper).

I powered up the Xbox and watched as it came onto the screen. I was going to email Van and Jolu to tell them about the hassles with the cops, but as I put my fingers to the keyboard, I stopped again.

A feeling crept over me, one not unlike the feeling I'd had when I realized that they'd turned poor old Salmagundi into a traitor. This time, it was the feeling that my beloved Xnet might be broadcasting the location of every one of its users to the DHS.

It was what Dad had said: You ask the computer to create a profile of an average record in a database and then ask it to find out which records in the database are furthest away from average.

The Xnet was secure because its users weren't directly connected to the Internet. They hopped from Xbox to Xbox until they found one that was connected to the Internet, then they injected their material as undecipherable, encrypted data. No one could tell which of the Internet's packets were Xnet and which ones were just plain old banking and e-commerce and other encrypted communication. You couldn't find out who was tying the Xnet, let alone who was using the Xnet.

But what about Dad's "Bayesian statistics?" I'd played with Bayesian math before. Darryl and I once tried to write our own better spam filter and when you filter spam, you need Bayesian math. Thomas Bayes was an 18th century British mathematician that no one care about until a couple hundred years after he died, when computer scientists realized that his technique for statistically analyzing mountains of data would be super-useful for the modern world's info-Himalayas.

Here's some of how Bayesian stats work. Say you've got a bunch of spam. You take every word that's in the spam and count how many times it appears. This is called a "word frequency histogram" and it tells you what the probability is that any bag of words is likely to be spam. Now, take a ton of email that's not spam -- in the biz, they call that "ham" -- and do the same.

Wait until a new email arrives and count the words that appear in it. Then use the word-frequency histogram in the candidate message to calculate the probability that it belongs in the "spam" pile or the "ham" pile. If it turns out to be spam, you adjust the "spam" histogram accordingly. There are lots of ways to refine the technique -- looking at words in pairs, throwing away old data -- but this is how it works at core. It's one of those great, simple ideas that seems obvious after you hear about it.

It's got lots of applications -- you can ask a computer to count the lines in a picture and see if it's more like a "dog" line-frequency histogram or a "cat" line-frequency histogram. It can find porn, bank fraud, and flamewars. Useful stuff.

And it was bad news for the Xnet. Say you had the whole Internet wiretapped -- which, of course, the DHS has. You can't tell who's passing Xnet packets by looking at the contents of those packets, thanks to crypto.

What you can do is find out who is sending way, way more encrypted traffic out than everyone else. For a normal Internet surfer, a session online is probably about 95 percent cleartext, five percent ciphertext. If someone is sending out 95 percent ciphertext, maybe you could dispatch the computer-savvy equivalents of Booger and Zit to ask them if they're terrorist drug-dealer Xnet users.

This happens all the time in China. Some smart dissident will get the idea of getting around the Great Firewall of China, which is used to censor the whole country's Internet connection, by using an encrypted connection to a computer in some other country. Now, the Party there can't tell what the dissident is surfing: maybe it's porn, or bomb-making instructions, or dirty letters from his girlfriend in the Philippines, or political material, or good news about Scientology. They don't have to know. All they have to know is that this guy gets way more encrypted traffic than his neighbors. At that point, they send him to a forced labor camp just to set an example so that everyone can see what happens to smart-asses.

So far, I was willing to bet that the Xnet was under the DHS's radar, but it wouldn't be the case forever. And after tonight, I wasn't sure that I was in any better shape than a Chinese dissident. I was putting all the people who signed onto the Xnet in jeopardy. The law didn't care if you were actually doing anything bad; they were willing to put you under the microscope just for being statistically abnormal. And I couldn't even stop it -- now that the Xnet was running, it had a life of its own.

I was going to have to fix it some other way.

I wished I could talk to Jolu about this. He worked at an Internet Service Provider called Pigspleen Net that had hired him when he was twelve, and he knew way more about the net than I did. If anyone knew how to keep our butts out of jail, it would be him.

Luckily, Van and Jolu and I were planning to meet for coffee the next night at our favorite place in the Mission after school. Officially, it was our weekly Harajuku Fun Madness team meeting,