45
Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

Embed Size (px)

Citation preview

Page 1: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

Specialized Units & Courts

Prof. Dr. Antenor MadrugaCatholic University of Brasilia

Page 2: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

3 18 2468

41

224

384 407

666

0

100

200

300

400

500

600

700

1998 1999 2000 2001 2002 2003 2004 2005 2006

Legal Cases (criminal proceedings + inquiries) on money launderingSource: DRCI and Federal Council of Justice

Brazil starts its Annual National Strategy against

Corruption and Money Laundering

Page 3: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

Specialization is a key concept of the Brazilian National Strategy against Corruption and Money Laundering

Page 4: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

How specialization is achieved?

Building specialized institutionsTraining law enforcement

professionals

Page 5: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

Specialization is a key concept of the Brazilian National Strategy against Corruption and Money LaunderingSpecialized Federal CourtsDepartment of Asset Recovery and

International Legal CooperationLaboratory of Tecnology Against Money

LaunderingThe Brazilian National Qualification and

Training Program for Combating Money Laundering and Corruption (PNLD)

Page 6: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

Specialization is a key concept of the Brazilian National Strategy against Corruption and Money LaunderingSpecialized Federal CourtsDepartment of Asset Recovery and

International Legal CooperationLaboratory of Tecnology Against Money

LaunderingThe Brazilian National Qualification and

Training Program for Combating Money Laundering and Corruption (PNLD)

Page 7: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

Lab-LD

Laboratory of Tecnology Against Money Laundering

                                                        

Page 8: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

1. Development of best practices:- Case management- Software- Hardware- “Peopleware”

2. Stronger evidence3. Access to databases4. Processing of large amount of data5. Training and replication6. Statistics

PRODUCTS

                                                        

L A B – L DLaboratory of Tecnology Against Money Laundering

Page 9: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

Research and aply technologies and methodologies to recover proceeds of crime and to

prevent and fight money laundering and corruption.

MISSION

                                                        

L A B – L DLABORATÓRIO DE TECNOLOGIA CONTRA A LAVAGEM DE DINHEIRO

Page 10: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

Case managementComplex corruption cases often need more Complex corruption cases often need more

management skills than legal proficiency management skills than legal proficiency

A case should be seen and planned in advance A case should be seen and planned in advance

as projectas project

The main reason for the lack of success in The main reason for the lack of success in

corruption cases was a poor managementcorruption cases was a poor management

Use project planning know-how and technologyUse project planning know-how and technology

Page 11: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia
Page 12: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia
Page 13: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

Technology

Data analysis

Page 14: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

Finding links in large amount of data

Page 15: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia
Page 16: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia
Page 17: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia
Page 18: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia
Page 19: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia
Page 20: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia
Page 21: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia
Page 22: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

Diagrams

“A picture is worth a thousand words”

Page 23: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia
Page 24: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

50%

28%

4%4%

4%

4%

3%

2%

1%

Desconhecida Trade Link Bank SM Comex

SM Import Kanton Business Corp Deal Financial Corp

Radial Enterprise DesconhecidaRuralIntlg DesconhecidaRuralEuropa

Page 25: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia
Page 26: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

Depoimento Agosto de 2005

Page 27: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia
Page 28: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia
Page 29: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia
Page 30: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia
Page 31: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

Analysis

Use of advanced statistics tools

Page 32: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia
Page 33: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

Gráfico de s upe r fície - Anális e de de poim e nto

0,008 0,004 0 -0,004 -0,008

eduardoc av alc antimendonç ajos

prrelatorz ilmars ilv eira

mspf ls imbanc oempres amilhõesrec ebe

marc oc onta

ptduda

pago

bras ile ira

s enhor

c ampanha

c ois av ai

pres idente

dinheiroquerpar te

lulaaquiporque

Page 34: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

Text mining

Data Mining

Page 35: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

Gráf ic o de dis pers ão

aqui

banc o

bras ile ira

c ampanha

c av alc anti

c ois a

c onta

dinheiro

duda

eduardo

empres a

jos

lula

marc o

mendonç a

milhões

ms

pago

parte

pf l

porque

pr

pres idente

pt

quer

rec ebe

relator

s enhor

s ilv eira

s im

v ai

z ilmar

-0,0002 0,0000 0,0002 0,0004 0,0006 0,0008 0,0010 0,0012 0,0014 0,0016

Component 1

-0,003

-0,002

-0,001

0,000

0,001

0,002

0,003

Com

ponent 2

Page 36: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

Importanc e plot

Dependent v ar iable: dudabobo

letíciaavenida

paraísobenedita

sóciaentão

terno

primeira-dam

a

marisa

zilmar

sei

responder

orientou

soube marketing

nada

chantagem

inácio

pacote

0 ,0

0,1

0,2

0,3

0,4

0,5

0,6

0,7

0,8

0,9

1,0

1,1Im

portance

Importanc e plot

Dependent v ar iable:

duda

doisdepoim

entopassanesta

tudocom

issãoser

relaçãosenti portanto

algunspreciso

políticapaísporque

primeiro

devegosta

parlamentar

hoje respeitoregistropessoal

chegoinclusive

feito sendoeleitoral

parteaqui pergunta

exteriorestarouve com

eçodar

nacionaltanto investigaquer obrigadosabecaixa

vaifazver agora

deixagrande

afirma

0

20

40

60

80

100

120

140

Importance (F

-value)

Ferramentas automáticas para seleção das palavras mais correlacionadas com o tema em pesquisa...(Feature Selection)

Page 37: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia
Page 38: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

Software and hardware cannot do much without the

“peopleware”The Brazilian National Qualification and

Training Program for Combating Money Laundering and Corruption (PNLD)

Page 39: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

1. Knowledge and access to financing sources

2. Participation in the Program Management

3. Technical assistance for the preparation and execution of projects and courses

4. Use of the brand ENCLA Certification Stamp

5. Data base of trained instructors

6. Networking

7. Access to restricted information

7 reasons to look for certification

Page 40: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

1. Schools and training facilities

2. Courses

3. Participants

Who is being certified?

Page 41: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

Two kinds of certification

A. Certified professional

B. Specialist

Requirements for professionals

Page 42: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

Certified Professional

1. Attend all the mandatory topics of the Program

2. Complete at least 40 Program hours

Requirements for professionals

Page 43: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

Specialists:

1. Attend all the mandatory topics of the Program

2. Complete at least 360 Program Hours,

Alternatively:

1. Pass in an exam prepared by the Certifying Authority

Requirements for professionals

Page 44: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

How specialization is achieved?

Building specialized institutionsTraining law enforcement

professionals

Page 45: Specialized Units & Courts Prof. Dr. Antenor Madruga Catholic University of Brasilia

Prof. Dr. Antenor MadrugaCatholic University of Brasilia

[email protected]