Cómo un Ruso Robó $20 Millones a Casinos — Transcript
Full transcript
- 0:00Lumiere Place Casino, St. Louis,
- 0:04Missouri, June 2, 2014, 8:14 p.m. You
- 0:08see a man sitting at a slot machine.
- 0:13He’s in his 30s, looks ordinary. Blue
- 0:17long-sleeved shirt. He holds his phone
- 0:20near the screen, just like thousands of
- 0:22people in this casino do every night.
- 0:24He seems to be watching something, a
- 0:27game perhaps, or some videos. But here
- 0:30is what you don’t see. The phone is
- 0:32not connected to the machine. There are
- 0:34no wires, nothing attached to the
- 0:36interior. That machine, an Aristocrat
- 0:39Mark VI, the most widely distributed
- 0:42model in the world, present in over
- 0:44100,000 casinos in 42 countries, is
- 0:46working exactly as it was designed to
- 0:48work. What this man is recording
- 0:52isn’t the symbols on the screen,
- 0:54it’s the exact milliseconds each reel
- 0:57stops. In 4 minutes, that recording
- 1:00will cross the Atlantic. On Tuesday and
- 1:03Wednesday, this man will return. By the
- 1:06time Wednesday is over, the casino’s
- 1:08vaults will have lost $ 21,000 without
- 1:11a single jackpot, without any
- 1:13extraordinary result. The machines will
- 1:16have done exactly what they were
- 1:18programmed to do, and that is exactly
- 1:20the problem. How does a mathematician
- 1:23from St. Petersburg crack the algorithm
- 1:25of a machine made in Australia? He
- 1:28deploys teams in Poland, Macau, Peru,
- 1:30and Missouri, and spends 9 years
- 1:32building an operation that extracts
- 1:35between 16 and 20 million dollars from
- 1:37the most surveilled gambling industry
- 1:40in the world. The answer starts long
- 1:43before Bev’s phone. It starts in 2006
- 1:46with an assignment that seemed routine
- 1:49and with a question that no one in the
- 1:51gambling industry had bothered to ask.
- 1:55St. Petersburg, Russia, 2006. Alex is
- 1:59in his 30s. He doesn’t use his last
- 2:02name in public. He works as a freelance
- 2:04programmer and, in the terminology of
- 2:07certain private Russian forums, as a
- 2:09hacker for hire. He studied
- 2:11cryptography at a military university
- 2:14in St. Petersburg, the kind of training
- 2:16that in the 90s produced the world’s
- 2:19best hackers, and in the 2000s produced
- 2:21the world’s best security analysts,
- 2:24depending on which side you were on. In
- 2:27an interview he will give 11 years
- 2:29later, he will say this. As a
- 2:31mathematician, I understood from a
- 2:33young age how probabilities work.
- 2:35Gambling always seemed to me like a tax
- 2:37on stupidity. In mid-2006, a Moscow
- 2:40casino hired him for a specific job.
- 2:44Its slot machines, manufactured by
- 2:47Novomatic, an Austrian company present
- 2:49in 91 countries, were programmed to
- 2:52return 90%of wagered money to the
- 2:54player. The casino wanted to reduce it
- 2:57to 50%. The job required accessing the
- 3:00machine's source code, understanding
- 3:02the logic that turns an internal number
- 3:05into a visible result on the screen.
- 3:08Modifying it, then sealing it up
- 3:09without leaving any physical trace. It
- 3:12took Alex 6 months to complete it, and
- 3:14in those 6 months, he found something
- 3:16no one had asked him to look for. After
- 3:19turning in the work, he spent another
- 3:21six months doing something the
- 3:23Novomatic engineers hadn't. Carefully
- 3:26reading the system that generated the
- 3:29results, the pseudo-random number
- 3:31generator, the algorithm that turned
- 3:33chance into something that looked
- 3:35random, but followed fixed rules. "I
- 3:38mastered it to the point where I can
- 3:40develop these algorithms myself, to a
- 3:42level I have yet to see in any gaming
- 3:44machine," he said. "It's in my blood; I
- 3:47feel the numbers, I know how they move.
- 3:50" It wasn't arrogance; it was a
- 3:53technical description. The gambling
- 3:55industry has been built for 70 years.
- 3:58On one claim: slot machines are
- 4:01completely random. The claim is correct
- 4:05and deeply misleading. A computer
- 4:08cannot generate true randomness. What
- 4:10it generates is a pseudo-random number,
- 4:13the result of an algorithm that takes
- 4:15an initial number, a seed, and
- 4:17processes it through math until it
- 4:20produces a sequence that seems
- 4:22impossible to predict. The sequence can
- 4:25be enormously long, but it is fixed,
- 4:27deterministic. If you know the seed and
- 4:31the algorithm, you know every result
- 4:33that machine will produce from that
- 4:35moment on. Aristocrat Leisure is an
- 4:38Australian company founded in 1953. In
- 4:43the 90s, it designed the Mark VI, a
- 4:45line of cabinets that became the most
- 4:48widely distributed model in the world.
- 4:50By 2014, there were over 100,000 active
- 4:54units in 42 countries. The same code in
- 4:57the slots of a Macau casino as in those
- 5:00at Lumière Place in St. Louis. The
- 5:03Mark VI generator used a 64-bit state.
- 5:07The base algorithm was 36 years old
- 5:10when Aristocrat implemented it. It had
- 5:12been in the public domain since 1972.
- 5:16Documented; any software engineer could
- 5:19read it in a university library.
- 5:22Aristocrat built its most widely
- 5:24distributed machines using an algorithm
- 5:27any math grad could find without paying
- 5:29. A single cent. No one at Aristocrat
- 5:33thought it was a problem because no one
- 5:35believed anyone could use that
- 5:38knowledge to predict results without
- 5:40direct physical access to the machine.
- 5:43In 2006 that was still true, but in
- 5:462009 two things changed at once. On
- 5:49July 1, 2009, Vladimir Putin signed the
- 5:52new Russian gambling law. From that
- 5:56date on, casinos could only operate in
- 5:58four special zones on the fringes of
- 6:00the territory. In practice, a total
- 6:04shutdown. Thousands of casinos
- 6:06liquidated their assets. In weeks,
- 6:08machines worth between $ 8,000 and $
- 6:111,000 were sold for tens. An
- 6:15organization in Saint Petersburg bought
- 6:18lots of Aristocrats at scrap price and
- 6:21opened them up. Alex didn't look at the
- 6:24results when he studied the machines.
- 6:27He looked at the time between results,
- 6:29the invisible pattern that visible data
- 6:31left on the internal clock system. A
- 6:34Mark machine generates thousands of
- 6:36numbers per second in a continuous loop
- 6:39. When the player hits spin, the system
- 6:42captures the number the generator
- 6:43produces in that exact microsecond. The
- 6:47same button pressed 0.3 seconds earlier
- 6:49produces a completely different result.
- 6:53But the sequence isn't chaotic; it's
- 6:55linear. Deterministic; if you observe
- 6:59the results of the last 20 spins, you
- 7:01can calculate the current state of the
- 7:03generator. Alex knew this. What he
- 7:07didn't have in 2007 was technology to
- 7:09transmit that information to someone at
- 7:12the machine in real time with
- 7:14millisecond precision. In 2009, the
- 7:17iPhone 3GS changed everything. In 2008,
- 7:20with Novomatic's data already decrypted
- 7:23, Alex hired his first team. The
- 7:26protocol had four phases. First,
- 7:29reconnaissance. A field agent would
- 7:32arrive at the casino with a prepaid
- 7:34phone bought with cash that same day.
- 7:37Never their own phone. They would sit
- 7:40at the machine and record between 20
- 7:42and 24 spins. The rear camera pointed
- 7:45at the screen at an angle of 30 to 40
- 7:47degrees, enough to capture the results
- 7:50accurately. Enough to look accidental
- 7:53if someone were watching from behind.
- 7:56Second, transmission. The video was
- 7:59sent encrypted via mobile data to a
- 8:01server in Saint Petersburg. Third,
- 8:04analysis. Alex's assistants ran the
- 8:08reconstruction algorithm. The time
- 8:11stamps from the video frames gave them
- 8:13the chain of the generator's recent
- 8:15states, like reading clock hands to
- 8:17know how long it's been running. The
- 8:20process took between 15 and 40 minutes.
- 8:24The result: a list of future timestamps
- 8:27, the exact moments with a margin of
- 8:29error under a tenth of a second when
- 8:32that specific machine's generator would
- 8:35produce a winning combination. Fourth,
- 8:39execution. Those timestamps traveled
- 8:42back to the agent's phone as
- 8:44synchronization data. A custom app
- 8:47converted them into scheduled
- 8:49vibrations. The agent felt the pulse,
- 8:52waited 0.25 seconds—the average human
- 8:56reaction time—and hit spin. Alex's
- 9:00commission was between 40 and 50%of
- 9:02each team's revenue. The rest went to
- 9:05the agent and the middlemen. Alex
- 9:08recruited over the internet. He never
- 9:10met his agents in person. If one was
- 9:13caught, they couldn't describe any part
- 9:15of the central structure. I only knew I
- 9:18was following vibrations. From 2008 to
- 9:202011, the team operated in Eastern
- 9:23Europe. Novomatic was the first target.
- 9:27In March 2011, Novomatic distributed an
- 9:29internal memo to its clients. Some of
- 9:33their generators might have been
- 9:35compromised; they had no suspect, just
- 9:37payout logs that didn't add up. By then
- 9:40, Alex had spent months with an
- 9:42Aristocrat Mark disassembled on his
- 9:45desk. It took him 4 months to crack its
- 9:48generator. After that, the Novomatic
- 9:51operation took a backseat. A team of
- 9:55four coordinated agents could bring in
- 9:58over $ 250,000 in a week under optimal
- 10:00conditions. No one at Aristocrat had
- 10:03received any warning. No one at
- 10:05Aristocrat knew their machines were
- 10:08vulnerable. June 2, 2014. St. Louis,
- 10:13Missouri, 8:14 PM. Murat BL, 37 years
- 10:17old, passport from St. Petersburg. He
- 10:20has been working for the organization
- 10:22for 3 years. He has operated in Poland,
- 10:25in Macau, and in a Saigon gambling hall
- 10:27he will never speak of in any court. He
- 10:30arrives at Lumière Place at 8:14 PM.
- 10:33Right pocket, a prepaid phone bought
- 10:36that morning at a downtown shop. Left
- 10:39pocket, $ 400 in cash. Left wrist, a
- 10:43cheap analog watch. Digital ones emit
- 10:46radiofrequency signals. Analog ones do
- 10:50not. He chooses an Aristocrat Mark VI
- 10:53in the central area of the floor. The
- 10:56security guard's blind spot. He sits
- 10:59down, orders a Coke, takes out his
- 11:01phone. The rear camera over the screen
- 11:05does 24 spins. The last four are spaced
- 11:09out; he needs the frame timestamps well
- 11:12separated so the reconstruction
- 11:14software can work precisely. At 8:19 PM
- 11:18, the video heads to St. Petersburg. It
- 11:21is 4:19 in the morning there. Alex's
- 11:25assistants don't sleep during American
- 11:28operations. At 8:51 PM, the sync data
- 11:31arrives on Bleev’s phone. 15
- 11:35timestamps. The first vibration in 16
- 11:38minutes. Bleev orders another Coke. His
- 11:42right hand lies flat on the surface
- 11:45near the buttons. At 9:07 PM, the phone
- 11:48vibrates in his left pocket. He counts
- 11:510.25 seconds. He presses. The machine
- 11:54pays out $ 340. No celebration, no
- 11:58visible expression. He collects the
- 12:01voucher with the same face someone
- 12:03would have recovering what they’d
- 12:04been losing all night. 4 minutes later.
- 12:08Second vibration. $ 220, 5 minutes, 180
- 12:14, 7 minutes, 95, 11 minutes, 340 again.
- 12:22In a 47-minute session, Bleev makes $
- 12:251,175. On a machine that under normal
- 12:30conditions produces that return in a 12
- 12:32-hour shift. At 9:56 PM. He cashes out,
- 12:36leaves, and returns the next day. Two
- 12:39different machines. The protocol is
- 12:42repeated in both. By June 4th at
- 12:45midnight. The Lumier Place control
- 12:47system has a record that shouldn't
- 12:50exist. Two consecutive days of Negative
- 12:53Hold, when machines give out more than
- 12:55they take, with no major jackpot to
- 12:57explain it. $ 21,000 in net losses on
- 13:01the same machine model. Marcus Coms,
- 13:05the casino's security director, has 28
- 13:07years in the gaming industry. He has
- 13:11seen an occasional negative hold. Two
- 13:13days in a row on the same model, with
- 13:15no jackpot, is something else. He
- 13:18requests the recordings. His analysts
- 13:20review them for 6 hours and then find
- 13:23the man with the phone. A machine
- 13:26cannot lie. CS calls the FBI. On June 9
- 13:30, 2014, the FBI for the Western
- 13:32District of Missouri has the name Murat
- 13:35Bief. They have his photo from eight
- 13:38different casino camera angles. They
- 13:40have his car rental records and his
- 13:43flight out to Moscow on the 6th, 3 days
- 13:46before the alert. The special agent on
- 13:50the case requests technical advice from
- 13:52Aristocrat. The response arrives in 48
- 13:55hours. Their machines cannot be
- 13:57manipulated this way. The Mark VI's
- 14:00PRNG is complex enough to resist any
- 14:03attempt at external prediction.
- 14:07Aristocrat says that because they have
- 14:08never looked at what Alex has been
- 14:10studying for 5 years. Darrin Hawk is
- 14:12the director of surveillance at the
- 14:14L'Auberge du Lac Casino Resort in Lake
- 14:17Charles, Louisiana. When he receives
- 14:20the internal alert about Lumiere Place,
- 14:22he spends two weeks reviewing his own
- 14:24logs. He finds similar patterns on
- 14:27eight Mark VI machines in his room over
- 14:29the last 18 months. Different players,
- 14:33different shifts, different days,
- 14:36always the same model. Hawk checks
- 14:40local hotel logs, car rentals, and
- 14:43international flight arrivals at
- 14:45Lambert Airport in the previous 60 days
- 14:48. There is a pattern. Russian passports
- 14:52, flights from Moscow or Saint
- 14:54Petersburg, car rentals in individual
- 14:56citizens 'names. Russians, two or
- 15:00three-night stays in two-star hotels
- 15:02near the casinos. Hawk shares the
- 15:05information with the FBI and with Willy
- 15:08Allison, a Las Vegas security
- 15:10consultant, who has been tracking
- 15:12similar incidents in North America for
- 15:14almost 3 years. What Allison has in his
- 15:18database is a map. The map shows 43
- 15:22affected casinos in 11 states between
- 15:25May 2011 and June 2014. On November 15,
- 15:302014, two operatives from the
- 15:32organization are arrested at the
- 15:34Pechanga Resort Casino in Temecula,
- 15:36California. The State Department of
- 15:39Justice acts following a joint tip from
- 15:41the FBI and the California Gambling
- 15:43Control Commission. The agents seize
- 15:46four phones, $ 6,000 in cash, and
- 15:48encrypted communication logs between
- 15:51the operatives and the central server.
- 15:54The messages are encrypted, but the
- 15:57metadata—transmission times,
- 15:59durations, and activity patterns—show
- 16:01a flow that always ends at an IP
- 16:04address geolocated in northwest Russia.
- 16:07Saint Petersburg; the FBI has enough
- 16:10for active monitoring on American soil.
- 16:13The organization in Saint Petersburg
- 16:15doesn't know it. On December 10, 2014,
- 16:18Murat Bliev lands at Lambert Airport in
- 16:21Saint Louis. The organization sends him
- 16:24back. In Saint Petersburg, they believe
- 16:27Bliev was identified at the time but
- 16:30never formally charged. He is a proven
- 16:32agent. They need him. Three men arrive
- 16:36with Bliev. Ivan Gudalov, 32, Igor
- 16:39Lavrenov, 28, and Evgeni Nazarov, 38,
- 16:43an American citizen residing in Miami.
- 16:47The four of them rent a car under
- 16:49Nazarov's name. They drive to the
- 16:52Hollywood Casino in Maryland Heights.
- 16:54On the outskirts of Saint Louis, Deron
- 16:57Harris, the Hollywood Casino
- 16:59surveillance director, received the FBI
- 17:01alert 48 hours earlier. He has Bliev's
- 17:05photo on his desk. At 9:14 p.m. on
- 17:08December 10, Murat Bliev sits down at
- 17:11an Aristocrat Mark VI machine. He takes
- 17:14out the prepaid phone. At 9:19 p.m.,
- 17:17three FBI agents and two security
- 17:19guards surround him. Bliev puts the
- 17:22phone away and stands up in silence.
- 17:25The four are taken to the FBI federal
- 17:28headquarters in Saint Louis. That same
- 17:31night, investigators access Gudalov and
- 17:34Lavrenov's phones. On both, they find
- 17:37the application: a blank screen that
- 17:39vibrates at scheduled times with no
- 17:41identifying icon. No text, just a pulse
- 17:45. On March 19, 2015, the federal grand
- 17:48jury for the Eastern District of
- 17:50Missouri issues the formal indictment.
- 17:54Four defendants, four counts of travel
- 17:56in interstate commerce in furtherance
- 17:58of a conspiracy to commit fraud.
- 18:01Maximum per charge: 5 years in federal
- 18:04prison and a $ 250,000 fine. Gudalov,
- 18:08Lavrenov, and Bliev are Russian
- 18:10citizens. Russia and the United States
- 18:13have no extradition treaty, but they
- 18:15are on American soil and surrendered
- 18:18quietly. 16,000 km away in Saint
- 18:21Petersburg, Alex reads the Department
- 18:23of Justice statement on his screen. No
- 18:27one is going to arrest him. His agents
- 18:29take the risk. He designed the system
- 18:32that way from the beginning, only now
- 18:34there is a journalist following his
- 18:36trail. In February 2017, Brendan
- 18:39Koerner publishes the full report in
- 18:42Wired on the Lumiere Place incident and
- 18:44its connection to a group in Saint
- 18:46Petersburg. Two sources cite the name
- 18:49Alex Pila as the architect of the
- 18:52system. Two weeks after publication,
- 18:55Alex writes an email, introducing
- 18:58himself. He says he’s read the
- 19:01article and would like to talk. The
- 19:03interview lasts for weeks of encrypted
- 19:05exchanges. Alex explains he’s been at
- 19:08this for nine years, that he’s
- 19:10cracked the PRNGs of over 12 slot
- 19:12machine models from four different
- 19:14manufacturers, that his teams have
- 19:16operated in Poland, Macau, Peru,
- 19:18Singapore, and various Eastern European
- 19:20countries he won’t name, and that
- 19:22he’s thinking of retiring but can't
- 19:25simply shut down something that
- 19:26operates in gray areas. His only assets
- 19:30are the algorithms in his head and the
- 19:33agents who know the app but don’t
- 19:35know who designed it, and he has a
- 19:37proposal for Aristocrat. In November
- 19:402016, Alex had sent an email to Trace
- 19:43Elkerton, global director of regulatory
- 19:46compliance at Aristocrat. Subject:
- 19:49eliminating design flaws in your
- 19:51products. He offered to show the
- 19:54Mark’s vulnerability with
- 19:55mathematical precision. He would
- 19:59cooperate to fix it, and in exchange,
- 20:00his agents would stop operating on
- 20:02Aristocrat machines. He added that if
- 20:05he didn't receive a response, he was
- 20:07prepared to publish the technical
- 20:09details of the vulnerability in public
- 20:11forums and share them with
- 20:12Aristocrat’s competitors. Elkerton
- 20:15agreed to a conference call. She
- 20:17recorded it. Alex recorded it, too. On
- 20:21the call, Alex explained the
- 20:22vulnerability with a technical
- 20:24precision that the Aristocrat engineers
- 20:26present couldn't refute. He sent
- 20:30written mathematical evidence, some
- 20:32containing deliberate errors, inside
- 20:35code jokes to see if the Aristocrat
- 20:37engineers were capable of detecting
- 20:39them. They did not detect them.
- 20:42Elkerton replied that she appreciated
- 20:44the information, but that Aristocrat
- 20:46could not negotiate without guarantees
- 20:47that he would hold up his end. She
- 20:51proposed meeting on neutral ground in
- 20:52the United States. Alex was in Russia.
- 20:56He proposed staying in Russia.
- 20:58Aristocrat didn't pay. Alex didn't shut
- 21:01down the operation. In 2016, two
- 21:03operatives were arrested in Singapore.
- 21:07Sentences of 16 and 14 months in prison
- 21:10. Neither revealed information about
- 21:13the core structure during
- 21:14interrogations. Murat Bliev pleaded
- 21:16guilty to one count of conspiracy to
- 21:19commit fraud. Sentence: 2 years of
- 21:22supervised probation. Deported to
- 21:25Russia at the conclusion of the process
- 21:27. Igor Labrenov and Ivan Gudalov
- 21:29received similar sentences, and Evgeni
- 21:32Nazarov, an American citizen, signed a
- 21:34cooperation agreement with the
- 21:36prosecution. The terms are not public.
- 21:40The total damage does not appear in any
- 21:42court document. Missouri prosecutors
- 21:45didn't cite a global figure because
- 21:47they didn't have access to the St.
- 21:49Petersburg records. Estimates from the
- 21:52casino security industry, Willy Allison
- 21:55, and the consulting firm Global Gaming
- 21:58Consultants place the total volume of
- 22:00the operation between 2008 and 2017 in
- 22:03a range of 16 to 20 million dollars,
- 22:05likely more, just in the 43 documented
- 22:08casinos in the United States between
- 22:112011 and 2014. More than 4 million.
- 22:15Aristocrat updated the firmware of its
- 22:18Mark VI in 2015. New models use PRNGs
- 22:22with 128-bit states and additional
- 22:25encryption with keys that rotate every
- 22:286 hours. Novomatic had updated theirs
- 22:31in 2013. Machines manufactured before
- 22:352009, those Alex bought during the
- 22:37closure of Russian casinos and studied
- 22:39for months, remain in circulation. More
- 22:43than 40,000 units are active in
- 22:45secondary markets in Latin America, the
- 22:47Caribbean, and Southeast Asia. Most
- 22:50with the original firmware. Alex was
- 22:53never charged with any crime under
- 22:55Russian law. In 2009, when the
- 22:58operation reached an international
- 23:00scale, PRNG prediction activities were
- 23:02not criminalized in the Russian Penal
- 23:04Code. No Russian prosecutor initiated
- 23:08any proceedings. Alex remains in Russia
- 23:11. A machine cannot lie, but the law can
- 23:14look the other way for long enough. In
- 23:172026, there are approximately 100,000
- 23:20Aristocrat Mark VI machines in casinos
- 23:23around the world. They use the 2015
- 23:26firmware. The vulnerability Alex found
- 23:29has been patched for 11 years. In his
- 23:32last communication with Brendan Koerner
- 23:35, in 2017, Alex said he was studying
- 23:37the PRNGs of a new generation of
- 23:40machines. From a company whose name he
- 23:43refused to reveal. What Alex built was
- 23:45a company with structure, with field
- 23:47operatives on three continents, with a
- 23:50chain of command, with a technical
- 23:52product that required years of
- 23:54development. His agents went to jail.
- 23:57He received an interview in Wired. The
- 23:59gaming industry insisted for 9 years
- 24:02that their machines were inviolable.
- 24:05Aristocrat told the FBI that the Mark
- 24:07VI could not be manipulated in this way
- 24:10. Novomatic took 3 years to issue an
- 24:13internal warning. 43 American casinos
- 24:17lost money for 3 years without knowing
- 24:20it was the same system draining them
- 24:23one by one at $ 40 per vibration. The
- 24:26man who uncovered the American pattern
- 24:29was not from the FBI; he was a casino
- 24:31surveillance director in Louisiana who
- 24:34checked hotel records in his spare time
- 24:36. Marcus Combs, the security director
- 24:40at Lumiere Place, who called the FBI in
- 24:43June 2014, stated in 2017 that the
- 24:45question he cannot answer is how long
- 24:48this had been going on before the
- 24:50numbers became weird enough for someone
- 24:53to bother looking at them. On June 2,
- 24:572014, at 8:19 PM, Murat Blieff sent a
- 25:00video of 24 spins from inside a casino
- 25:04in St. Louis to an office in St.
- 25:06Petersburg. 32 minutes later, his phone
- 25:10vibrated. He waited 0.25 seconds. He
- 25:14pressed the button. The machine could
- 25:16not lie. It did exactly what the code
- 25:19told it to do. The code, however, was
- 25:21written by someone whom no one has
- 25:23managed to take to court yet. Yeah.
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