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Title: TensorFlow-Book-master Download
 Description: Various spectrum management schemes have been proposed in recent years to improve the spectrum utilization in cognitive radio networks. However, few of them have considered the existence of cognitive attackers who can adapt their attacking strategy to the time-varying spectrum environment and the secondary users' strategy. In this paper, we investigate the security mechanism when secondary users are facing the jamming attack, and propose a stochastic game framework for anti-jamming defense. At each stage of the game, secondary users observe the spectrum availability, the channel quality, and the attackers' strategy from the status of jammed channels. According to this observation, they will decide how many channels they should reserve for transmitting control and data messages and how to switch between the
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FilenameSizeDate
TensorFlow-Book-master 0  2017-10-15

TensorFlow-Book-master\.gitignore 21  2017-10-15

TensorFlow-Book-master\LICENCE 1071  2017-10-15

TensorFlow-Book-master\README.md 3034  2017-10-15

TensorFlow-Book-master\ch02_basics 0  2017-10-15

TensorFlow-Book-master\ch02_basics\.gitignore 40  2017-10-15

TensorFlow-Book-master\ch02_basics\Concept01_defining_tensors.ipynb 3844  2017-10-15

TensorFlow-Book-master\ch02_basics\Concept02_evaluating_ops.ipynb 3142  2017-10-15

TensorFlow-Book-master\ch02_basics\Concept03_interactive_session.ipynb 2706  2017-10-15

TensorFlow-Book-master\ch02_basics\Concept04_session_logging.ipynb 2074  2017-10-15

TensorFlow-Book-master\ch02_basics\Concept05_variables.ipynb 3717  2017-10-15

TensorFlow-Book-master\ch02_basics\Concept06_saving_variables.ipynb 3364  2017-10-15

TensorFlow-Book-master\ch02_basics\Concept07_loading_variables.ipynb 2744  2017-10-15

TensorFlow-Book-master\ch02_basics\Concept08_TensorBoard.ipynb 7116  2017-10-15

TensorFlow-Book-master\ch02_basics\Concept09_queue.ipynb 10062  2017-10-15

TensorFlow-Book-master\ch02_basics\Concept10_queue_text.ipynb 12900  2017-10-15

TensorFlow-Book-master\ch02_basics\README.md 956  2017-10-15

TensorFlow-Book-master\ch02_basics\gradient.py 476  2017-10-15

TensorFlow-Book-master\ch02_basics\interactive_session.py 170  2017-10-15

TensorFlow-Book-master\ch02_basics\loading_vars.py 424  2017-10-15

TensorFlow-Book-master\ch02_basics\log_example.py 209  2017-10-15

TensorFlow-Book-master\ch02_basics\logging_example.py 208  2017-10-15

TensorFlow-Book-master\ch02_basics\main.py 173  2017-10-15

TensorFlow-Book-master\ch02_basics\moving_avg.py 816  2017-10-15

TensorFlow-Book-master\ch02_basics\saving_vars.py 904  2017-10-15

TensorFlow-Book-master\ch02_basics\spikes.py 747  2017-10-15

TensorFlow-Book-master\ch02_basics\types.py 529  2017-10-15

TensorFlow-Book-master\ch03_regression 0  2017-10-15

TensorFlow-Book-master\ch03_regression\Concept01_linear_regression.ipynb 32487  2017-10-15

TensorFlow-Book-master\ch03_regression\Concept02_poly_regression.ipynb 31100  2017-10-15

TensorFlow-Book-master\ch03_regression\Concept03_regularization.ipynb 13473  2017-10-15

TensorFlow-Book-master\ch03_regression\README.md 1819  2017-10-15

TensorFlow-Book-master\ch03_regression\data_reader.py 894  2017-10-15

TensorFlow-Book-master\ch04_classification 0  2017-10-15

TensorFlow-Book-master\ch04_classification\Concept01_linear_regression_classification.ipynb 24434  2017-10-15

TensorFlow-Book-master\ch04_classification\Concept02_logistic.ipynb 24689  2017-10-15

TensorFlow-Book-master\ch04_classification\Concept03_logistic2d.ipynb 44510  2017-10-15

TensorFlow-Book-master\ch04_classification\Concept04_softmax.ipynb 25040  2017-10-15

TensorFlow-Book-master\ch04_classification\README.md 2088  2017-10-15

TensorFlow-Book-master\ch04_classification\linear_1d.py 1283  2017-10-15

TensorFlow-Book-master\ch04_classification\logistic_1d.py 1135  2017-10-15

TensorFlow-Book-master\ch04_classification\logistic_2d.py 1759  2017-10-15

TensorFlow-Book-master\ch04_classification\softmax.py 2778  2017-10-15

TensorFlow-Book-master\ch05_clustering 0  2017-10-15

TensorFlow-Book-master\ch05_clustering\Concept01_clustering.ipynb 83342  2017-10-15

TensorFlow-Book-master\ch05_clustering\Concept02_segmentation.ipynb 6720  2017-10-15

TensorFlow-Book-master\ch05_clustering\Concept03_som.ipynb 32094  2017-10-15

TensorFlow-Book-master\ch05_clustering\README.md 2141  2017-10-15

TensorFlow-Book-master\ch05_clustering\TalkingMachinesPodcast.wav 5583828  2017-10-15

TensorFlow-Book-master\ch05_clustering\audio_clustering.py 2700  2017-10-15

TensorFlow-Book-master\ch05_clustering\audio_dataset 0  2017-10-15

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TensorFlow-Book-master\ch05_clustering\audio_dataset\scream_3.wav.png 24169  2017-10-15

TensorFlow-Book-master\ch05_clustering\audio_segmentation.py 2328  2017-10-15

TensorFlow-Book-master\ch05_clustering\som.py 2776  2017-10-15

TensorFlow-Book-master\ch05_clustering\som_test.py 413  2017-10-15

TensorFlow-Book-master\ch06_hmm 0  2017-10-15

TensorFlow-Book-master\ch06_hmm\Concept01_forward.ipynb 4991  2017-10-15

TensorFlow-Book-master\ch06_hmm\Concept02_hmm.ipynb 7603  2017-10-15

TensorFlow-Book-master\ch06_hmm\README.md 1953  2017-10-15

TensorFlow-Book-master\ch06_hmm\__init__.py 0  2017-10-15

TensorFlow-Book-master\ch06_hmm\forward.py 1996  2017-10-15

TensorFlow-Book-master\ch06_hmm\hmm.py 3972  2017-10-15

TensorFlow-Book-master\ch07_autoencoder 0  2017-10-15

TensorFlow-Book-master\ch07_autoencoder\.gitignore 19  2017-10-15

TensorFlow-Book-master\ch07_autoencoder\Concept01_autoencoder.ipynb 8345  2017-10-15

TensorFlow-Book-master\ch07_autoencoder\Concept02_autoencoder_with_imgs.ipynb 1608607  2017-10-15

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TensorFlow-Book-master\ch07_autoencoder\autoencoder.py 3776  2017-10-15

TensorFlow-Book-master\ch07_autoencoder\autoencoder_batch.py 2524  2017-10-15

TensorFlow-Book-master\ch07_autoencoder\checkpoint 77  2017-10-15

TensorFlow-Book-master\ch07_autoencoder\denoiser.py 3422  2017-10-15

TensorFlow-Book-master\ch07_autoencoder\denoising_autoencoder.py 2367  2017-10-15

TensorFlow-Book-master\ch07_autoencoder\export_parameters.py 739  2017-10-15

TensorFlow-Book-master\ch07_autoencoder\main.py 218  2017-10-15

TensorFlow-Book-master\ch07_autoencoder\main_imgs.py 1819  2017-10-15

TensorFlow-Book-master\ch07_autoencoder\model.ckpt.meta 37713  2017-10-15

TensorFlow-Book-master\ch08_rl 0  2017-10-15

TensorFlow-Book-master\ch08_rl\.gitignore 10  2017-10-15

TensorFlow-Book-master\ch08_rl\Concept01_rl.ipynb 52195  2017-10-15

TensorFlow-Book-master\ch08_rl\README.md 1089  2017-10-15

TensorFlow-Book-master\ch08_rl\prices.png 19200  2017-10-15

TensorFlow-Book-master\ch08_rl\rl.py 5295  2017-10-15

TensorFlow-Book-master\ch08_rl\stock_prices.npy 60550  2017-10-15

TensorFlow-Book-master\ch09_cnn 0  2017-10-15

TensorFlow-Book-master\ch09_cnn\.gitignore 35  2017-10-15

TensorFlow-Book-master\ch09_cnn\Concept01_cifar.ipynb 53281  2017-10-15

TensorFlow-Book-master\ch09_cnn\Concept02_convolution.ipynb 164556  2017-10-15

TensorFlow-Book-master\ch09_cnn\Concept03_cnn.ipynb 60487  2017-10-15

TensorFlow-Book-master\ch09_cnn\README.md 1414  2017-10-15

TensorFlow-Book-master\ch09_cnn\cifar_tools.py 1339  2017-10-15

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