A brief over overview of steganographical security techniques and how it has been applied, is applied and will continue to be applied in maintaining confidentiality between two communication parties
Steganography and Its Applications in SecurityIJMER
ABSTRACT: Steganography is the dark cousin of cryptography, the use of codes. While cryptography provides privacy,
steganography is intended to provide secrecy. Steganography is a method of covertly communicating. Steganography is a
process that involves hiding a message in an appropriate carrier for example an image or an audio file. The carrier can then
be sent to a receiver without anyone else knowing that it contains a hidden message. This is a process, which can be used for
example by civil rights organizations in repressive states to communicate their message to the outside world without their
own government being aware of it. In this article we have tried to elucidate the different approaches towards implementation
of Steganography using ‘multimedia’ file (text, static image, audio and video). Steganalysis is a newly emerging branch of
data processing that seeks the identification of steganographic covers, and if possible message extraction. It is similar to
cryptanalysis in cryptography. The technique is ancient emerging monster that have gained immutable notice as it have
newly penetrated the world of digital communication security. Objective is not only to prevent the message being read but
also to hide its existence.
Keywords: Carrier, Privacy, Secrecy, Steganalysis, Steganography
A PPT on Stegnography,
It describes the security of information via images by encrypting and decrypting it with the document.
Uses of different models and diagrams.
Steganography (US Listeni/ˌstɛ.ɡʌnˈɔː.ɡrʌ.fi/, UK /ˌstɛɡ.ənˈɒɡ.rə.fi/) is the practice of concealing a file, message, image, or video within another file, message, image, or video. The word steganography combines the Greek words steganos (στεγανός), meaning "covered, concealed, or protected", and graphein (γράφειν) meaning "writing"
This presentation provides an introduction to the Data hiding or Steganography topic, it also shows the types of Steganography, advantages and the related applications.
While transferring a file from one point to another through Intranet and Internet we need more file secure concepts. Ordinary, file Encryption-Decryption Concepts, which are readily available in java examples are easily captured by middle way itself. So we need more security combination. This project helps to send a file from one place to another in a secured manner. Firstly the target file is encrypted and it is embedded into an audio or video or any media file. The resultant file will be protected by a password. This resultant media file is not changed in its original format and it can be run in the player, we can’t find any encrypted data inside it. This format will be sent through net. In the destination point it will be retrieved only by our software and giving the relevant password. So it is highly secured.
A brief over overview of steganographical security techniques and how it has been applied, is applied and will continue to be applied in maintaining confidentiality between two communication parties
Steganography and Its Applications in SecurityIJMER
ABSTRACT: Steganography is the dark cousin of cryptography, the use of codes. While cryptography provides privacy,
steganography is intended to provide secrecy. Steganography is a method of covertly communicating. Steganography is a
process that involves hiding a message in an appropriate carrier for example an image or an audio file. The carrier can then
be sent to a receiver without anyone else knowing that it contains a hidden message. This is a process, which can be used for
example by civil rights organizations in repressive states to communicate their message to the outside world without their
own government being aware of it. In this article we have tried to elucidate the different approaches towards implementation
of Steganography using ‘multimedia’ file (text, static image, audio and video). Steganalysis is a newly emerging branch of
data processing that seeks the identification of steganographic covers, and if possible message extraction. It is similar to
cryptanalysis in cryptography. The technique is ancient emerging monster that have gained immutable notice as it have
newly penetrated the world of digital communication security. Objective is not only to prevent the message being read but
also to hide its existence.
Keywords: Carrier, Privacy, Secrecy, Steganalysis, Steganography
A PPT on Stegnography,
It describes the security of information via images by encrypting and decrypting it with the document.
Uses of different models and diagrams.
Steganography (US Listeni/ˌstɛ.ɡʌnˈɔː.ɡrʌ.fi/, UK /ˌstɛɡ.ənˈɒɡ.rə.fi/) is the practice of concealing a file, message, image, or video within another file, message, image, or video. The word steganography combines the Greek words steganos (στεγανός), meaning "covered, concealed, or protected", and graphein (γράφειν) meaning "writing"
This presentation provides an introduction to the Data hiding or Steganography topic, it also shows the types of Steganography, advantages and the related applications.
While transferring a file from one point to another through Intranet and Internet we need more file secure concepts. Ordinary, file Encryption-Decryption Concepts, which are readily available in java examples are easily captured by middle way itself. So we need more security combination. This project helps to send a file from one place to another in a secured manner. Firstly the target file is encrypted and it is embedded into an audio or video or any media file. The resultant file will be protected by a password. This resultant media file is not changed in its original format and it can be run in the player, we can’t find any encrypted data inside it. This format will be sent through net. In the destination point it will be retrieved only by our software and giving the relevant password. So it is highly secured.
In this presentation both the major domains of information security is explored.
1) Watermarking
2) Steganography
factors affecting them,applications,various techiniques are discussed in the presentation.
The word steganography has Greek origins and means ‘concealed writing.’
The original practice can be traced back to around 440 BC when the ancient Greeks hid messages within wax tablets by writing messages on the wood before applying a wax surface (Herodotus 1987).
Another early recorded use of steganography occurred in ancient Greece when messengers tattooed messages on their shaved heads and concealed the messages with the hair that grew over them afterwards, a technique also used by German spies in the early 20th century (Newman 1940).
With computers having GHz of processing speed, information / data either stored or in
transmission has become more and more vernalable to hostile eavesdropping, theft,
wiretapping etc. This urges us to devise new data hiding techniques to protect and secure data
of vital significance. Steganography is a method of securing data by obscuring the contents in
another media (called Cover) in which it is saved / transmitted. This doctorial thesis proposal will
present a new Steganographic Technique for hiding data in (ASCII) text files together with its
Software implementation, a research area in Steganography which is considered as
toughest among all, to address.
Audio Steganography Using Discrete Wavelet Transformation (DWT) & Discrete Co...iosrjce
IOSR Journal of Computer Engineering (IOSR-JCE) is a double blind peer reviewed International Journal that provides rapid publication (within a month) of articles in all areas of computer engineering and its applications. The journal welcomes publications of high quality papers on theoretical developments and practical applications in computer technology. Original research papers, state-of-the-art reviews, and high quality technical notes are invited for publications.
Visual Cryptography Concepts like digital steganography, its principles, requirements, the operations involved, its generic model, the evolution of steganography, and about the types of steganography along with some examples. Also about digital watermarking, the requirements of digital water marking and the types of digital watermarking
The presentation gives a brief overview and history about steganography and discusses the various types and techniques of steganography.
The types of steganography included are:
Text
Image
Audio
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Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
Explore our comprehensive data analysis project presentation on predicting product ad campaign performance. Learn how data-driven insights can optimize your marketing strategies and enhance campaign effectiveness. Perfect for professionals and students looking to understand the power of data analysis in advertising. for more details visit: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/
As Europe's leading economic powerhouse and the fourth-largest hashtag#economy globally, Germany stands at the forefront of innovation and industrial might. Renowned for its precision engineering and high-tech sectors, Germany's economic structure is heavily supported by a robust service industry, accounting for approximately 68% of its GDP. This economic clout and strategic geopolitical stance position Germany as a focal point in the global cyber threat landscape.
In the face of escalating global tensions, particularly those emanating from geopolitical disputes with nations like hashtag#Russia and hashtag#China, hashtag#Germany has witnessed a significant uptick in targeted cyber operations. Our analysis indicates a marked increase in hashtag#cyberattack sophistication aimed at critical infrastructure and key industrial sectors. These attacks range from ransomware campaigns to hashtag#AdvancedPersistentThreats (hashtag#APTs), threatening national security and business integrity.
🔑 Key findings include:
🔍 Increased frequency and complexity of cyber threats.
🔍 Escalation of state-sponsored and criminally motivated cyber operations.
🔍 Active dark web exchanges of malicious tools and tactics.
Our comprehensive report delves into these challenges, using a blend of open-source and proprietary data collection techniques. By monitoring activity on critical networks and analyzing attack patterns, our team provides a detailed overview of the threats facing German entities.
This report aims to equip stakeholders across public and private sectors with the knowledge to enhance their defensive strategies, reduce exposure to cyber risks, and reinforce Germany's resilience against cyber threats.
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
2. DEFINITION AND ORIGIN
“The art of hiding messages in such a way that no
one but the sender and the intended recipient
knows about the very existence of the message “
The strength of the staganography is “stealth”
The word STEGANOGRAPHY is derived from the
Greek word “STEGANOS”=covered &
“GRAPHIE”=writing
3. EXAMPLES :
Tattoos on shaved heads
Wax covered tablets
Microdots – shrunken picture
Invisible inks – milks, fruit
juice , urine e.tc
4.
5.
6. HISTORY
The first recorded use of stenography can be traced back to 440 BC when
Herodotus mentions an example of stenography in the histories of
Herodotus.
• Ancient example: one shaved the head of his most trusted slave and tattooed a
message on it. After his hair had grown the message was hidden. The purpose
was to instigate a revolt against the Persians.
During the ‘cold war’ period, US and USSR wanted to hide their sensors in he
enemy's facilities. These devices had to send data to their nations, without being
spotted.
• In October 2001, the New York Times published an article
claiming that Al-Qaeda had used steganography to encode
messages into images and transported these via e-mail and
possibly via USENET to prepare and execute the September
11,2001 terrorist attack.
8. TEXT/DOCUMENT STEGANOGRAPHY
Involves 3 types of coding :
1. LINE-SHIFTING CODING: text lines are
vertically shifted to encode the document
uniquely
2. WORD-SHIFT CODING: codeword are coded
into a document by shifting the horizontal
locations of words within text lines, while
maintaining a natural spacing appearance
3. FEATURE CODING: certain text features are
altered ,or not altered, depending on the
codeword.
14. IMAGE COMPRESSION
Image Compression offers a solution to large
image files.
Save storage space but have differing effects
on any uncompressed hidden data in the
image.
16. TYPES OF IMAGE COMPRESSION
• HIGH COMPRESSION
• MAY NOT MAINTAIN THE
ORIGINAL IMAGE’S
INTEGRITY
• JPEG FORMAT FILES
LOSSY
• MAINTAINS HE ORIGINAL
IMAGE DATA EXACTLY
• MORE FAVOURED
• BMP, GIF FOMAT FILES
LOSSLESS
17. AUDIO STEGANOGRAPHY
Messages can be hidden in common audio
formatted files or the audio itself. It is more
difficult process than image steganography.
Methods :
1. Transmitting a message in the human-
inaudible.
2. Digitally embedding a message into an
audio file.
20. METHODS OF AUDIO DATA HIDING
Low-bit
Encoding
Echo
Data
Hiding
Phase
Coding
21. LEAST SIGNIFICANT BIT (LSB)
Prefix message with identifier string
Embedded 1 bit of the message as every
LSB
Does not require original audio track to
recover the message
23. INJECTION
INJECT DATA INTO REDUNDANT PARTS
OF A FILE
EXE FILES
WAV FILES
LESS SECURE THAN ANY OTHER
TECHNIQUES
24. SUBSTITUTION
MODIFIES PRE-EXISTING DATA OF THE
CONTAINER FILE
THE FILE SIZE OF THE CONTAINER
OBJECT IS PRESERVED
LIMITS THE STEGANOGRAPHIC
CAPACITY OF THE CONTAINER FILE
25. GENERATION
GENERATES A CONTAINER FILE BASED
ON THE COVERT DATA
THERE IS NO ORIGINAL CONTAINER FILE
26. STEGANALYSIS
Steganalysis is the art and science of
detecting a secret communication.
Hiding a message will most likely leave
detectable traces in the cover medium.
The information hiding process changes the
statistical properties of the cover, which is a
steganalyst attempts to detect.
The process of attempting to detect
statistical traces is called STATISTICAL
STEGANALYSIS.
27. TYPES OF ATTACKS USED BY STEGANALYST
A. STEGO-ONLY ATTACK –
B. KNOWN COVER ATTACK –
C. KNOWN MESSAGE ATTACK –
D. CHOSEN STEGO ATTACK –
E. CHOSEN MESSAGE ATTACK –
F. KNOWN STEGO ATTACK –
28. IMPORTANT ASPECTS OF STEGANALYSIS
DETECTING HIDDEN INFORMATION
DISABLING STEGANOGRAPHY
29. ADVANTAGES
DIFFICULT TO DETECT AND ONLY
RECEIVER CAN DETECT
IT CAN BE DONE FASTER WITH LARGE
NO. OF SOTWARE
PROVIDES BETTER SECURITY FOR
SHARING DATA IN LAN,MAN AND WAN
30. DISADVANTAGES
THE CONFIDENTIALITY OF INFORMATIONIS
MAINTAINED BY THE ALGORITHMS, AND IF
THE AGORITHMS ARE KNOWN THEN THIS
TECHNIQUE IS OF NO USE
PASSWORD LEAKAGE MAY OCCUR AND IT
LEADS TO THE UNAUTHORIZED ACCESS
OF DATA
IF THIS TECHNIQUE IS GONE WRONG LIKE
HACKERS CAN BE VERY MUCH
DANGEROUS FOR ALL
31. APPLICATIONS
I. CONFIDENTIAL COMMUNICATION AND
SECRET DATA SHARING
II. PROTECTION OF DATA ALTERATION
III. ACCESS CONTROL SYSTEM FOR
DIGITAL DISTURBANCE
IV. MEDIA DATABASE SYSTEMS
V. VISUAL CRYPTOGRAPHY AND
STEGANOGRAPHY TECHNIQUES FOR
SECURE E-PAYMENT SCHEME
VI. IMAGE
STEGANOGRAPHY,COMPRESSION AND
IMAGE MORPHING FOR BANKING
32. STEGANOGRAPH
Y
CRYPTOGRAPHY WATERMARKS
Techniques LSB, spatial,
domain,
Jsteg,outguess
Transposition,
substitution, RSA
Compensated
prediction,DCT
NAKED EYE
IDENTIFICATION
NO, as message is
hidden within the
carriers
YES, as message is
converted in other
way which sough
something is hidden
YES, as actual
image is hiding by
some watermark
CAPACITY Differs as different
technology usually
low hiding capacity
Capacity is so high,
but as message is
long ,it chances to
be decrypt
Depends on the size
of the hidden data
DETECTION Not easy to detect Easier than
steganography
Easier than
steganography
STRENGTH Hides message
without altering the
message, it
conceals information
IMPERCEPTIBILITY High High High
APPLICABILITY Universally Universally Universally